Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/SciSharp/Gym.NET
openai/gym's popular toolkit for developing and comparing reinforcement learning algorithms port to C#.
gym machine-learning openai reinforcement-learning scisharp
Last synced: 06 Jul 2024
https://github.com/mpSchrader/gym-sokoban
Sokoban environment for OpenAI Gym
environment gym openai python reinforcement-learning sokoban
Last synced: 27 Jun 2024
https://github.com/kakaoenterprise/JORLDY
Repository for Open Source Reinforcement Learning Framework JORLDY
framework gym mlagents pytorch reinforcement-learning
Last synced: 23 Jun 2024
https://github.com/ds4dm/ecole
Extensible Combinatorial Optimization Learning Environments
combinatorial-optimization gym markov-decision-processes ml scip
Last synced: 22 Jun 2024
https://github.com/wger-project/flutter
Flutter fitness/workout app for wger
dart fitness flutter gym hacktoberfest wger workout
Last synced: 21 Jun 2024
https://github.com/wger-project/wger
Self hosted FLOSS fitness/workout, nutrition and weight tracker
django fitness gym hacktoberfest python self-hosted workout
Last synced: 17 Jun 2024
https://github.com/lubusIN/laravel-gymie
👨‍💻 Gym & Club Management System https://gymie.in
crm gym laravel laravel-application management-system
Last synced: 07 Jun 2024
https://github.com/werner-duvaud/muzero-general
MuZero
alphago alphazero deep-learning deep-reinforcement-learning gym machine-learning mcts model-based-rl monte-carlo-tree-search muzero muzero-general neural-network python3 pytorch reinforcement-learning residual-network rl self-learning tensorboard
Last synced: 22 May 2024
https://github.com/tobirohrer/building-energy-storage-simulation
An open source playground energy storage environment to explore reinforcement learning and model predictive control.
energy-storage energy-storage-systems gym gymnasium model-predictive-control optimal-control reinforcement-learning solar-energy
Last synced: 20 May 2024
https://github.com/denisyarats/dmc2gym
OpenAI Gym wrapper for the DeepMind Control Suite
deepmind dm-control gym openai openai-gym reinforcement-learning
Last synced: 20 May 2024
https://github.com/LucasAlegre/sumo-rl
Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.
deep-reinforcement-learning gym gym-env gymnasium machine-learning pettingzoo python reinforcement-learning rl-algorithms sumo traffic-signal-control
Last synced: 20 May 2024
https://github.com/tinkoff-ai/CORL
High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC
d4rl gym offline-reinforcement-learning reinforcement-learning
Last synced: 20 May 2024
https://github.com/medipixel/rl_algorithms
Structural implementation of RL key algorithms
deep-learning dqn gym policy-gradient python3 pytorch reinforcement-learning
Last synced: 20 May 2024
https://github.com/robotology/gym-ignition
Framework for developing OpenAI Gym robotics environments simulated with Ignition Gazebo
gazebo gym gym-ignition ignition ignition-gazebo ignitionrobotics openai openai-gym openai-gym-environment reinforcement-learning robotics scenario simulation
Last synced: 20 May 2024
https://github.com/AcutronicRobotics/gym-gazebo2
gym-gazebo2 is a toolkit for developing and comparing reinforcement learning algorithms using ROS 2 and Gazebo
deep-reinforcement-learning drl gazebo gym reinforcement-learning rl robotics ros ros2
Last synced: 20 May 2024
https://github.com/hill-a/stable-baselines
A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
baselines data-science gym machine-learning openai python reinforcement-learning reinforcement-learning-algorithms toolbox
Last synced: 20 May 2024
https://github.com/navneet-nmk/pytorch-rl
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
ddpg deep-learning deep-reinforcement-learning dqn experience-replay gan generative-adversarial-network gym mujoco mujoco-py openai openai-gym policy-gradient pytorch reinforcement-learning rl-algorithms robotics vae vae-gan variational-autoencoder
Last synced: 20 May 2024
https://github.com/uvipen/AirGesture
Play games without touching keyboard
battle-city dinosaur gym hand-detection pygame super-mario-bros tensorflow
Last synced: 15 May 2024
https://github.com/utiasDSL/safe-control-gym
PyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL
cartpole casadi control gym pybullet quadcopter quadrotor reinforcement-learning robotics robustness safety symbolic
Last synced: 08 May 2024
https://github.com/utiasDSL/gym-pybullet-drones
PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control
betaflight control crazyflie gym gymnasium multi-agent pybullet quadcopter quadrotor reinforcement-learning robotics sitl stable-baselines3 uav
Last synced: 08 May 2024
https://github.com/deepdrive/deepdrive
Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving
competition control deep-learning deep-reinforcement-learning gym python reinforcement-learning self-driving-car sensorimotor simulation tensorflow transfer-learning unreal-engine vision
Last synced: 08 May 2024
https://github.com/DLR-RM/stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
baselines gsde gym machine-learning openai python pytorch reinforcement-learning reinforcement-learning-algorithms robotics sb3 sde stable-baselines toolbox
Last synced: 05 May 2024
https://github.com/ZhiqingXiao/rl-book
Source codes for the book "Reinforcement Learning: Theory and Python Implementation"
deep-reinforcement-learning gym openai-gym python pytorch reinforcement-learning tensorflow tensorflow2
Last synced: 04 May 2024
https://github.com/araffin/robotics-rl-srl
S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics
arm baselines baxter-robot gym kuka pybullet pytorch reinforcement-learning representation-learning robotics state
Last synced: 01 May 2024
https://github.com/araffin/rl-baselines-zoo
A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
gym hyperparameter-optimization hyperparameter-search hyperparameter-tuning hyperparameters openai openai-gym optimization pybullet reinforcement-learning rl stable-baselines zoo
Last synced: 30 Apr 2024
https://github.com/vwxyzjn/cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
a2c actor-critic advantage-actor-critic ale atari deep-learning deep-reinforcement-learning gym machine-learning phasic-policy-gradient ppo proximal-policy-optimization python pytorch reinforcement-learning wandb
Last synced: 28 Apr 2024
https://github.com/Farama-Foundation/Gymnasium
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
api gym reinforcement-learning
Last synced: 28 Apr 2024
https://github.com/Toni-SM/skrl
Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym
deep-learning deepmind gym gymnasium isaac-gym isaac-orbit isaac-sim jax machine-learning nvidia-omniverse openai-gym python pytorch reinforcement-learning rl robosuite robotics skrl
Last synced: 28 Apr 2024
https://github.com/Farama-Foundation/PettingZoo
An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities
api gym gymnasium multi-agent-reinforcement-learning multiagent-reinforcement-learning reinforcement-learning
Last synced: 28 Apr 2024
https://github.com/sail-sg/envpool
C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.
atari-games box2d cpp17 dm-control dm-env gym high-performance-computing lock-free-queue mujoco parallel-processing pybind11 reinforcement-learning reinforcement-learning-environments robotics threadpool vizdoom
Last synced: 28 Apr 2024
https://github.com/uvipen/Super-mario-bros-A3C-pytorch
Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros
a3c ai deep-learning gym mario python pytorch reinforcement-learning super-mario-bros
Last synced: 27 Apr 2024
https://github.com/ArnaudFickinger/gym-multigrid
Lightweight multi-agent gridworld Gym environment
gridworld gridworld-environment gym gym-environment multi-agent multi-agent-reinforcement-learning multi-agent-systems multiagent-reinforcement-learning multiagent-systems multiplayer-game
Last synced: 22 Apr 2024
https://github.com/carpedm20/NAF-tensorflow
"Continuous Deep Q-Learning with Model-based Acceleration" in TensorFlow
continuous-rl deep-learning deep-reinforcement-learning gym reinforcement-learning tensorflow
Last synced: 21 Apr 2024
https://github.com/chingyaoc/pytorch-REINFORCE
PyTorch Implementation of REINFORCE for both discrete & continuous control
continuous-control gym mujoco pytorch reinforce reinforcement-learning
Last synced: 19 Apr 2024
https://github.com/denisyarats/drq
DrQ: Data regularized Q
actor-critic control data-augmentation deep-learning deep-reinforcement-learning dm-control drq gym model-free mujoco off-policy pixel python pytorch reinforcement-learning rl sac soft-actor-crit
Last synced: 13 Apr 2024
https://github.com/ikostrikov/jaxrl
JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.
batch-reinforcement-learning behavioral-cloning continuous-control deep-deterministic-policy-gradient deep-learning deep-reinforcement-learning flax gym jax offline-reinforcement-learning reinforcement-learning sac soft-actor-critic
Last synced: 11 Apr 2024
https://github.com/campbelljc/gym_nethack
OpenAI gym-like environment for NetHack experiments
gym nethack openai openai-gym python reinforcement-learning
Last synced: 09 Apr 2024
https://github.com/ArthurFirmino/gym-battlesnake
Multi-agent reinforcement learning environment
c-plus-plus gym multi-agent-reinforcement-learning python reinforcement-learning
Last synced: 08 Apr 2024
https://github.com/stefanbschneider/mobile-env
An open, minimalist Gymnasium environment for autonomous coordination in wireless mobile networks.
autonomous cell-selection cellular coordination environment evaluation gym gymnasium management mobile mobile-networks multi-agent-reinforcement-learning optimization python python3 reinforcement-learning rllib simulation stable-baselines wireless
Last synced: 04 Apr 2024
https://github.com/araffin/learning-to-drive-in-5-minutes
Implementation of reinforcement learning approach to make a car learn to drive smoothly in minutes
donkey-car gym openai reinforcement-learning rl sac self-driving-car simulator soft-actor-critic srl stable-baselines state-representation-learning unity vae
Last synced: 02 Apr 2024
https://github.com/koulanurag/ma-gym
A collection of multi agent environments based on OpenAI gym.
collaborative environment gym multi-agent openai-gym reinforcement-learning
Last synced: 02 Apr 2024
https://github.com/StepNeverStop/RLs
Reinforcement Learning Algorithms Based on PyTorch
deep-reinforcement-learning gym ml-agents pytorch reinforcement-learning reinforcement-learning-algorithm sac training-agents unity3d
Last synced: 01 Apr 2024
https://github.com/hugocen/freqtrade-gym
A customized gym environment for developing and comparing reinforcement learning algorithms in crypto trading.
algorithmic-trading baseline crypto cryptocurrency freqtrade gym machine-learning reinforcement-learning trading trading-bot
Last synced: 31 Mar 2024
https://github.com/j3soon/OmniIsaacGymEnvs-DofbotReacher
Dofbot Reacher Reinforcement Learning Sim2Real Environment for Omniverse Isaac Gym/Sim
dofbot gym isaac isaac-gym isaac-sim omni-gym omniverse reinforcement-learning sim-to-real sim2real
Last synced: 29 Mar 2024
https://github.com/j3soon/OmniIsaacGymEnvs-UR10Reacher
UR10 Reacher Reinforcement Learning Sim2Real Environment for Omniverse Isaac Gym/Sim
gym isaac isaac-gym isaac-sim omni-gym omniverse reinforcement-learning sim-to-real sim2real universal-robots ur10 ur5
Last synced: 29 Mar 2024
https://github.com/mcemilg/min-carla-env
2d Deep Reinforcement Learning environment with Carla
carla gym reinforcement-learning-environments
Last synced: 29 Mar 2024
https://github.com/uvipen/Super-mario-bros-PPO-pytorch
Proximal Policy Optimization (PPO) algorithm for Super Mario Bros
ai deep-learning gym mario openai openai-gym ppo ppo2 proximal-policy-optimization python python3 pytorch reinforcement-learning super-mario-bros
Last synced: 24 Mar 2024
https://github.com/RLE-Foundation/RLeXplore
RLeXplore provides stable baselines of exploration methods in reinforcement learning, such as intrinsic curiosity module (ICM), random network distillation (RND) and rewarding impact-driven exploration (RIDE).
baselines efficient-algorithm exploration-strategy gym machine-learning pybullet pytorch reinforcement-learning robotics toolbox
Last synced: 23 Mar 2024
https://github.com/Farama-Foundation/Minigrid
Simple and easily configurable grid world environments for reinforcement learning
Last synced: 23 Mar 2024
https://github.com/SforAiDl/genrl
A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL
algorithm-implementations benchmarking data-science deep-learning gym hacktoberfest machine-learning neural-network openai python pytorch reinforcement-learning reinforcement-learning-algorithms
Last synced: 21 Mar 2024
https://github.com/DLR-RM/rl-baselines3-zoo
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
deep-reinforcement-learning gym hyperparameter-optimization hyperparameter-search hyperparameter-tuning lab openai optimization pybullet pybullet-environments pytorch reinforcement-learning rl robotics sde stable-baselines tuning-hyperparameters
Last synced: 21 Mar 2024
https://github.com/krumiaa/MindMaker
MindMaker UE4 Machine Learning Toolkit
ai artificial-intelligence deep-learning dqn gym learning-agent machine-learning neural-network openai reinforcement-learning ue4 unreal-engine wrapper
Last synced: 17 Mar 2024
