{"id":21741295,"url":"https://github.com/keplerc/oed-playground","last_synced_at":"2026-05-18T11:38:25.220Z","repository":{"id":245028765,"uuid":"813884087","full_name":"KeplerC/oed-playground","owner":"KeplerC","description":"open embodiment dataset (OED) playground  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Open Robot Datasets\n\n## Datasets \n\n| Dataset                                                                                                                                                                | Tags                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           | Description                                                                                                                                                                                                                                                                                                                                         |\n|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| [ASU_TableTop_Manipulation](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/asu_table_top_converted_externally_to_rlds.md)                          | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:UR5](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:UR5.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Scripted](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scripted.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   | The robot interacts with a few objects on a table. It picks up, pushes forward, or rotates the objects.                                                                                                                                                                                                                                             |\n| [Austin_BUDS](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/austin_buds_dataset_converted_externally_to_rlds.md)                                  | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Franka](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Franka.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Human_Spacemouse](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_Spacemouse.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | The robot is trying to solve a long-horizon kitchen task by picking up pot, placing the pot in a plate, and push them together using a picked-up tool.                                                                                                                                                                                              |\n| [Austin_Mutex](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/utaustin_mutex.md)                                                                   | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Franka](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Franka.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Human_Spacemouse](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_Spacemouse.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | The Mutex dataset involves a diverse range of tasks in a home environment, encompassing pick and place tasks like \"putting bread on a plate,\" as well as contact-rich tasks such as \"opening an air fryer and putting a bowl with dogs in it\" or \"taking out a tray from the oven and placing bread on it.\"                                         |\n| [Austin_Sailor](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/austin_sailor_dataset_converted_externally_to_rlds.md)                              | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Franka](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Franka.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Human_Spacemouse](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_Spacemouse.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md), [Scene:Kitchen](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Kitchen.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           | The robot interacts with diverse objects in a toy kitchen. It picks and places food items, a pan, and pot.                                                                                                                                                                                                                                          |\n| [Austin_Sirius](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/austin_sirius_dataset_converted_externally_to_rlds.md)                              | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Franka](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Franka.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Human_Spacemouse](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_Spacemouse.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | The dataset comprises two tasks, kcup and gear. The kcup task requires opening the kcup holder, inserting the kcup into the holder, and closing the holder. The gear task requires inserting the blue gear onto the right peg, followed by inserting the smaller red gear.                                                                          |\n| [Austin_VIOLA](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/viola.md)                                                                            | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Franka](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Franka.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Human_Spacemouse](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_Spacemouse.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | The robot performs various household-like tasks, such as setting up the table, or making coffee using a coffee machine.                                                                                                                                                                                                                             |\n| [BC-Z](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/bc_z.md)                                                                                     | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Google_Robot](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Google_Robot.md), [Mobile_Manipulator](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Mobile_Manipulator.md), [Human_VR](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_VR.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 | The robot attempts picking, wiping, and placing tasks on a diverse set of objects on a tabletop, along with a few challenging tasks like stacking cups on top of each other.                                                                                                                                                                        |\n| [Berkeley_Autolab_UR5](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/berkeley_autolab_ur5.md)                                                     | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:UR5](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:UR5.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Human_Spacemouse](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_Spacemouse.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   | The data consists of 4 robot manipulation tasks: simple pick-and-place of a stuffed animal between containers, sweeping a cloth, stacking cups, and a more difficult pick-and-place of a bottle that requires precise grasp and 6DOF rotation                                                                                                       |\n| [Berkeley_Bridge](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/bridge.md)                                                                        | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:WidowX](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:WidowX.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Human_VR](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_VR.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md), [Scene:Kitchen](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Kitchen.md), [Scene:Other_Household_environments](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Other_Household_environments.md)                                                                                                                                                                                                                                                                                                                                                                                                                               | The robot interacts with household environments including kitchens, sinks, and tabletops. Skills include object rearrangement, sweeping, stacking, folding, and opening/closing doors and drawers.                                                                                                                                                  |\n| [Berkeley_Cable_Routing](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/berkeley_cable_routing.md)                                                 | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Franka](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Franka.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Human_VR](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_VR.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | The robot routes cable through a number of tight-fitting clips mounted on the table.                                                                                                                                                                                                                                                                |\n| [Berkeley_Fanuc_Manipulation](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/berkeley_fanuc_manipulation.md)                                       | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Fanuc_Mate](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Fanuc_Mate.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Human_VR](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_VR.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     | A Fanuc robot performs various manipulation tasks. For example, it opens drawers, picks up objects, closes doors, closes computers, and pushes objects to desired locations.                                                                                                                                                                        |\n| [Berkeley_MVP_Data](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/berkeley_mvp_converted_externally_to_rlds.md)                                   | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:xArm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:xArm.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Human_VR](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_VR.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md), [Scene:Kitchen](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Kitchen.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               | Basic motor control tasks (reach, push, pick) on table top and toy environments (toy kitchen, toy fridge).                                                                                                                                                                                                                                          |\n| [Berkeley_RPT_Data](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/berkeley_rpt_converted_externally_to_rlds.md)                                   | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Franka](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Franka.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Scripted](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scripted.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | Picking, stacking, destacking, and bin picking with variations in objects.                                                                                                                                                                                                                                                                          |\n| [CMU_Franka_Exploration](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/cmu_franka_exploration_dataset_converted_externally_to_rlds.md)            | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Franka](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Franka.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Expert_Policy](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Expert_Policy.md), [Scene:Kitchen](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Kitchen.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       | Franka exploring kitchen environment, lifting knife and vegetable and opening cabinet.                                                                                                                                                                                                                                                              |\n| [CMU_Franka_Pick-Insert_Data](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/iamlab_cmu_pickup_insert_converted_externally_to_rlds.md)             | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Franka](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Franka.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Human_VR](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_VR.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | The robot tries to pick up different shaped objects placed in front of it. It also tries to insert particular objects into a cylindrical peg.                                                                                                                                                                                                       |\n| [CMU_Play_Fusion](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/cmu_play_fusion.md)                                                               | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Franka](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Franka.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Human_VR](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_VR.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md), [Scene:Kitchen](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Kitchen.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           | The robot plays with 3 complex scenes: a grill with many cooking objects like toaster, pan, etc. It has to pick, open, place, close. It  has to set a table, move plates, cups, utensils. And it has to place dishes in the sink, dishwasher, hand cups etc.                                                                                        |\n| [CMU_Stretch](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/cmu_stretch.md)                                                                       | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Hello_Stretch](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Hello_Stretch.md), [Mobile_Manipulator](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Mobile_Manipulator.md), [Expert_Policy](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Expert_Policy.md), [Scene:Kitchen](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Kitchen.md), [Scene:Other_Household_environments](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Other_Household_environments.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | Robot interacting with different household environments.                                                                                                                                                                                                                                                                                            |\n| [Columbia_PushT_Dataset](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/columbia_cairlab_pusht_real.md)                                            | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:UR5](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:UR5.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Human_VR](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_VR.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   | The robot pushes a T-shaped block into a fixed goal pose, and then move to an fixed exit zone.                                                                                                                                                                                                                                                      |\n| [CoryHall](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/berkeley_gnm_cory_hall.md)                                                               | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:RC_Car](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:RC_Car.md), [Wheeled_Robot](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Wheeled_Robot.md), [Expert_Policy](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Expert_Policy.md), [Scene:Hallways](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Hallways.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               | Small mobile robot navigates hallways in an office building using a learned policy.                                                                                                                                                                                                                                                                 |\n| [DLR_Sara_Grid_Clamp_Dataset](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/dlr_sara_grid_clamp_converted_externally_to_rlds.md)                  | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:DLR_SARA](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:DLR_SARA.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Expert_Policy](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Expert_Policy.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md), [Scene:Workshop_environment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Workshop_environment.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   | The robot learns to place the grid clamp in the grids on the table.                                                                                                                                                                                                                                                                                 |\n| [DLR_Sara_Pour_Dataset](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/dlr_sara_pour_converted_externally_to_rlds.md)                              | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:DLR_SARA](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:DLR_SARA.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Expert_Policy](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Expert_Policy.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md), [Scene:Household_objects](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Household_objects.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         | The robot learns to pour ping-pong balls from a cup held in the end-effector into the cup placed on the table.                                                                                                                                                                                                                                      |\n| [DLR_Wheelchair_Shared_Control](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/dlr_edan_shared_control_converted_externally_to_rlds.md)            | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:DLR_EDAN](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:DLR_EDAN.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Human_teleoperation_using_Shared_Control_Templates](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_teleoperation_using_Shared_Control_Templates.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md), [Scene:shelf](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:shelf.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       | The robot grasps a set of different objects in a table top and a shelf.                                                                                                                                                                                                                                                                             |\n| [ETH_Agent_Affordances](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/eth_agent_affordances.md)                                                   | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Franka](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Franka.md), [Mobile_Manipulator](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Mobile_Manipulator.md), [Expert_Policy](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Expert_Policy.md), [Scene:Kitchen](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Kitchen.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       | The robot opens and closes an oven, starting from different initial positions and door angles.                                                                                                                                                                                                                                                      |\n| [Freiburg_Franka_Play](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/taco_play.md)                                                                | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Franka](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Franka.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Human_VR](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_VR.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | \"The robot interacts with toy blocks, it pick and places them, stacks them, unstacks them, opens drawers, sliding doors and turrns on LED lights by pushing buttons.\"                                                                                                                                                                               |\n| [Furniture_Bench](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/furniture_bench_dataset_converted_externally_to_rlds.md)                          | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Franka](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Franka.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Human_VR](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_VR.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | The robot assembles one of 9 3D-printed furniture models on the table, which requires grasping, inserting, and screwing.                                                                                                                                                                                                                            |\n| [KAIST_Nonprehensile_Objects](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/kaist_nonprehensile_converted_externally_to_rlds.md)                  | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Franka](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Franka.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Expert_Policy](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Expert_Policy.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   | The robot performs various non-prehensile manipulation tasks in a tabletop environment. It translates and reorients diverse real-world and 3d-printed objects to a target 6dof pose.                                                                                                                                                                |\n| [LSMO_Dataset](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/tokyo_u_lsmo_converted_externally_to_rlds.md)                                        | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Cobotta](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Cobotta.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Expert_Policy](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Expert_Policy.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 | The robot avoids obstacle on the table and reaches the target object.                                                                                                                                                                                                                                                                               |\n| [Language_Table](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/language_table.md)                                                                 | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:xArm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:xArm.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Human_VR](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_VR.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 | Robot pushed blocks of different geometric shapes on table top.                                                                                                                                                                                                                                                                                     |\n| [Maniskill](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/maniskill_dataset_converted_externally_to_rlds.md)                                      | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Franka](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Franka.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Scripted](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scripted.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | The robot interacts with different objects placed on the plane (ground). The tasks include picking an isolated object or an object from the clutter up and moving it to a goal position, stacking a red cube onto a green cube, inserting a peg into the box, assembling kits, plugging a charger into the outlet on the wall, turning on a faucet. |\n| [NYU_Franka_Play](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/nyu_franka_play_dataset_converted_externally_to_rlds.md)                          | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Franka](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Franka.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Human_VR](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_VR.md), [Scene:Kitchen](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Kitchen.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 | The robot interacts with a toy kitchen doing arbitrary tasks. It opens/closes the microwave door, opens/closes the oven door, turns the stove knobs, and moves the pot between the stove and the sink.                                                                                                                                              |\n| [NYU_ROT](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/nyu_rot_dataset_converted_externally_to_rlds.md)                                          | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:xArm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:xArm.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Human_Joystick](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_Joystick.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     | The robot arm performs diverse manipulation tasks on a tabletop such an box opening, cup stacking, and pouring, among others.                                                                                                                                                                                                                       |\n| [NYU_VINN](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/nyu_door_opening_surprising_effectiveness.md)                                            | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Hello_Stretch](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Hello_Stretch.md), [Mobile_Manipulator](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Mobile_Manipulator.md), [Human_Kinesthetic](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_Kinesthetic.md), [Scene:Kitchen](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Kitchen.md), [Scene:Other_Household_environments](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Other_Household_environments.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     | The robot opens cabinet doors for a variety of cabinets.                                                                                                                                                                                                                                                                                            |\n| [QT-Opt](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/kuka.md)                                                                                   | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Kuka_iiwa](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Kuka_iiwa.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Expert_Policy](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Expert_Policy.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | Kuka robot picking objects in a bin.                                                                                                                                                                                                                                                                                                                |\n| [RECON](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/berkeley_gnm_recon.md)                                                                      | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Jackal](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Jackal.md), [Wheeled_Robot](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Wheeled_Robot.md), [Scripted](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scripted.md), [Scene:Outdoors](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Outdoors.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         | Mobile robot explores outdoor environments using a scripted policy                                                                                                                                                                                                                                                                                  |\n| [RT-1_Robot_Action](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/fractal20220817_data.md)                                                        | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Google_Robot](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Google_Robot.md), [Mobile_Manipulator](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Mobile_Manipulator.md), [Human_VR](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_VR.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md), [Scene:Kitchen](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Kitchen.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               | Robot picks, places and moves 17 objects from the google micro kitchens.                                                                                                                                                                                                                                                                            |\n| [Robonet](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/robo_net.md)                                                                              | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Multi-Robot](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Multi-Robot.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Scripted](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scripted.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   | The robot interacts with the objects in a bin placed in front of it                                                                                                                                                                                                                                                                                 |\n| [Roboturk](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/roboturk.md)                                                                             | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Sawyer](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Sawyer.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Human_VR](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_VR.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | Sawyer robots flattens laundry, builds towers from bowls and searches objects.                                                                                                                                                                                                                                                                      |\n| [SACSoN](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/berkeley_gnm_sac_son.md)                                                                   | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:TurtleBot_2](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:TurtleBot_2.md), [Wheeled_Robot](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Wheeled_Robot.md), [Expert_Policy](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Expert_Policy.md), [Scene:Hallways](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Hallways.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     | Mobile robot navigates pedestrian-rich environments (e.g. offices, school buildings etc.) and runs a learned policy that may interact with the pedestrians.                                                                                                                                                                                         |\n| [Saytap](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/utokyo_saytap_converted_externally_to_rlds.md)                                             | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Unitree_A1](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Unitree_A1.md), [Quadrupedal_Robot](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Quadrupedal_Robot.md), [Expert_Policy](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Expert_Policy.md), [Scene:Indoor](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Indoor.md), [Scene:on_a_flat_floor](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:on_a_flat_floor.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 | A Unitree Go1 robot follows human command in natural language (e.g., \"trot forward slowly\")                                                                                                                                                                                                                                                         |\n| [Stanford_HYDRA](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/stanford_hydra_dataset_converted_externally_to_rlds.md)                            | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Franka](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Franka.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Human_VR](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_VR.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md), [Scene:Kitchen](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Kitchen.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           | The robot performs the following tasks in corresponding environment: making a cup of coffee using the keurig machine; making a toast using the oven; sorting dishes onto the dish rack.                                                                                                                                                             |\n| [Stanford_Kuka_Multimodal](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/stanford_kuka_multimodal_dataset_converted_externally_to_rlds.md)        | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Kuka_iiwa](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Kuka_iiwa.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Expert_Policy](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Expert_Policy.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | The robot learns to insert differently-shaped pegs into differently-shaped holes with low tolerances (~2mm).                                                                                                                                                                                                                                        |\n| [Stanford_MaskVIT_Data](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/stanford_mask_vit_converted_externally_to_rlds.md)                          | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Sawyer](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Sawyer.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Scripted](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scripted.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | The robot randomly pushes and picks objects in a bin, which include stuffed toys, plastic cups and toys, etc, and are periodically shuffled.                                                                                                                                                                                                        |\n| [Stanford_Robocook](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/stanford_robocook_converted_externally_to_rlds.md)                              | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Franka](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Franka.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Scripted](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scripted.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md), [Scene:Kitchen](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Kitchen.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           | In the first task, the robot pinches the dough with an asymmetric gripper / two-rod symmetric gripper / two-plane symmetric gripper. In the second task, the robot presses the dough with a circle press / square press / circle punch / square punch. In the third task, the robot rolls the dough with a large roller / small roller.             |\n| [TOTO_Benchmark](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/toto.md)                                                                           | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Franka](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Franka.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [The_dataset_is_collected_in_3_ways:_Human_teleoperation_--_VR_Teleop,_trained_state-based_BC_policies,_and_trajectory_replay_with_noise](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/The_dataset_is_collected_in_3_ways:_Human_teleoperation_--_VR_Teleop,_trained_state-based_BC_policies,_and_trajectory_replay_with_noise.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                               | The TOTO Benchmark Dataset contains trajectories of two tasks: scooping and pouring. For scooping, the objective is to scoop material from a bowl into the spoon. For pouring, the goal is to pour some material into a target cup on the table.                                                                                                    |\n| [Tokyo_PR2_Fridge_Opening](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/utokyo_pr2_opening_fridge_converted_externally_to_rlds.md)               | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:PR2](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:PR2.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Human_VR](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_VR.md), [Scene:Kitchen](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Kitchen.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       | The PR2 robot opens fridge.                                                                                                                                                                                                                                                                                                                         |\n| [Tokyo_PR2_Tabletop_Manipulation](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/utokyo_pr2_tabletop_manipulation_converted_externally_to_rlds.md) | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:PR2](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:PR2.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Human_VR](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_VR.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   | The PR2 robot conducts manipulation for table top object. It conducts pick-and-place of bread and grape and folds cloth.                                                                                                                                                                                                                            |\n| [UCSD_Kitchen](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/ucsd_kitchen_dataset_converted_externally_to_rlds.md)                                | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:xArm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:xArm.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Human_VR](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_VR.md), [Scene:Kitchen](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Kitchen.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     | The dataset offers a comprehensive set of real-world robotic interactions, involving natural language instructions and complex manipulations with kitchen objects.                                                                                                                                                                                  |\n| [UCSD_Pick_Place](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/ucsd_pick_and_place_dataset_converted_externally_to_rlds.md)                      | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:xArm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:xArm.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Expert_Policy](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Expert_Policy.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md), [Scene:Kitchen](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Kitchen.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     | The robot performs pick and place tasks in table top and kitchen scenes. The dataset contains a variety of visual variations.                                                                                                                                                                                                                       |\n| [UIUC_D3Field](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/uiuc_d3field.md)                                                                     | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Kinova_Gen3](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Kinova_Gen3.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Scripted](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scripted.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   | The robot completes tasks specified by the goal image, including organizing utensils, shoes, mugs.                                                                                                                                                                                                                                                  |\n| [USC_Cloth_Sim](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/usc_cloth_sim_converted_externally_to_rlds.md)                                      | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Franka](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Franka.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Scripted](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scripted.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md), [Scene:Kitchen](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Kitchen.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           | The robot manipulates a deformable object (cloth on a tabletop) along a diagonal.                                                                                                                                                                                                                                                                   |\n| [USC_Jaco_Play](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/jaco_play.md)                                                                       | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Jaco_2](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Jaco_2.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Human_VR](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_VR.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md), [Scene:Kitchen](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Kitchen.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           | The robot performs pick-place tasks in a tabletop toy kitchen environment. Some examples of the task include, \"Pick up the orange fruit.\", \"Put the black bowl in the sink.\"                                                                                                                                                                        |\n| [UTokyo_xArm_Bimanual](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/utokyo_xarm_bimanual_converted_externally_to_rlds.md)                        | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:xArm_Bimanual](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:xArm_Bimanual.md), [Bi-Manual](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Bi-Manual.md), [Human_Puppeteering](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_Puppeteering.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | The robots reach a towel on the table. They also unfold a wrinkled towel.                                                                                                                                                                                                                                                                           |\n| [UTokyo_xArm_PickPlace](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/utokyo_xarm_pick_and_place_converted_externally_to_rlds.md)                 | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:xArm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:xArm.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Human_Puppeteering](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_Puppeteering.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | The robot picks up a white plate, and then places it on the red plate.                                                                                                                                                                                                                                                                              |\n| [ALOHA](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/aloha.md)                                                                                   | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:ViperX_Bimanual](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:ViperX_Bimanual.md), [Bi-Manual](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Bi-Manual.md), [Human_Puppeteering](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_Puppeteering.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         | Bi-manual robot performing complex, dexterous tasks like unwrapping candy and putting on shoes.                                                                                                                                                                                                                                                     |\n| [CMU_Food_Manipulation](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/cmu_food_manipulation.md)                                                   | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Franka](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Franka.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Scripted](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scripted.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | Robot interacting with different food items.                                                                                                                                                                                                                                                                                                        |\n| [ConqHose](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/conqhose.md)                                                                             | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Spot](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Spot.md), [Mobile_Manipulator](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Mobile_Manipulator.md), [Scripted](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scripted.md), [Scene:Other_Household_environments](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Other_Household_environments.md), [Scene:Hallways](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Hallways.md)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       | The robot grabs, lifts, and drags the end of a vacuum hose around in an office environment.                                                                                                                                                                                                                                                         |\n| [DROID](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/droid.md)                                                                                   | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Franka](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Franka.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Human_VR](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_VR.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md), [Scene:Kitchen](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Kitchen.md), [Scene:Other_Household_environments](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Other_Household_environments.md), [Scene:Hallways](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Hallways.md)                                                                                                                                                                                                                                                                                                                           | Various household manipulation tasks                                                                                                                                                                                                                                                                                                                |\n| [DobbE](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/dobbe.md)                                                                                   | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Hello_Stretch](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Hello_Stretch.md), [Mobile_Manipulator](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Mobile_Manipulator.md), [Human_collection_using_tools](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_collection_using_tools.md), [Scene:Kitchen](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Kitchen.md), [Scene:Other_Household_environments](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Other_Household_environments.md), [Scene:Hallways](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Hallways.md)                                                                                                                                                                                                                                                                                                                                                           | The demo collector uses the Stick to collect data from 7 tasks, including door/drawer opening/closing, handle grasping, pick and place, and random play data.                                                                                                                                                                                       |\n| [FMB](https://github.com/KeplerC/oed-playground/tree/main/pages/datasets/fmb.md)                                                                                       | [Open-X-Embodiment](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Open-X-Embodiment.md), [Robot:Franka](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Robot:Franka.md), [Single_Arm](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Single_Arm.md), [Human_VR](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Human_VR.md), [Scene:Table_Top](https://github.com/KeplerC/oed-playground/tree/main/pages/tags/Scene:Table_Top.md)                                                                                                                                                                                                                                                                                                                      ","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkeplerc%2Foed-playground","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkeplerc%2Foed-playground","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkeplerc%2Foed-playground/lists"}