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Projects in Awesome Lists tagged with gym

A curated list of projects in awesome lists tagged with gym .

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: 30 Oct 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: 16 Dec 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: 16 Dec 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: 16 Dec 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: 30 Oct 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: 30 Oct 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: 16 Dec 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: 16 Dec 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: 06 Nov 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 Dec 2024

https://github.com/Farama-Foundation/Minigrid

Simple and easily configurable grid world environments for reinforcement learning

gridworld-environment gym

Last synced: 13 Nov 2024

https://github.com/farama-foundation/minigrid

Simple and easily configurable grid world environments for reinforcement learning

gridworld-environment gym

Last synced: 16 Dec 2024

https://github.com/maximecb/gym-minigrid

Simple and easily configurable grid world environments for reinforcement learning

gridworld-environment gym

Last synced: 08 Nov 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: 12 Nov 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: 19 Dec 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: 30 Oct 2024

https://github.com/opendilab/lightzero

[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCTS)

alpha-beta-pruning alphazero atari board-game board-games continuous-control efficientzero gomoku gumbel-muzero gym mcts mcts-algorithm monte-carlo-tree-search muzero pytorch reinforcement-learning sampled-muzero self-play stochastic-muzero tictactoe

Last synced: 18 Dec 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: 15 Dec 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: 12 Nov 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: 26 Sep 2024

https://github.com/vietnh1009/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: 15 Dec 2024

https://github.com/vietnh1009/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 Nov 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: 14 Oct 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: 03 Nov 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: 19 Dec 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: 14 Dec 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: 21 Dec 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: 14 Nov 2024

https://github.com/wger-project/flutter

Flutter fitness/workout app for wger

dart fitness flutter gym hacktoberfest wger workout

Last synced: 21 Dec 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: 31 Oct 2024

https://github.com/Toni-SM/skrl

Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Omniverse Isaac Gym and Isaac Lab

deep-learning deepmind gym gymnasium isaac-gym isaac-lab isaac-orbit isaac-sim isaaclab jax machine-learning nvidia-omniverse openai-gym python pytorch reinforcement-learning rl robosuite robotics skrl

Last synced: 03 Nov 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: 11 Nov 2024

https://github.com/opendilab/gobigger

[ICLR 2023] Come & try Decision-Intelligence version of "Agar"! Gobigger could also help you with multi-agent decision intelligence study.

environment game gym league multi-agent python reinforcement-learning rl-environment

Last synced: 15 Dec 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: 02 Nov 2024

https://github.com/lubusIN/laravel-gymie

👨‍💻 Gym & Club Management System https://gymie.in

crm gym laravel laravel-application management-system

Last synced: 03 Nov 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: 18 Dec 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: 12 Nov 2024

https://github.com/zfw1226/gym-unrealcv

Unreal environments for reinforcement learning

gym reinforcement-learning unreal-engine unrealcv visual-reinforcement-learning

Last synced: 16 Dec 2024

https://github.com/kakaoenterprise/JORLDY

Repository for Open Source Reinforcement Learning Framework JORLDY

framework gym mlagents pytorch reinforcement-learning

Last synced: 28 Nov 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: 04 Dec 2024

https://github.com/mpSchrader/gym-sokoban

Sokoban environment for OpenAI Gym

environment gym openai python reinforcement-learning sokoban

Last synced: 17 Nov 2024

https://github.com/lucasalegre/morl-baselines

Multi-Objective Reinforcement Learning algorithms implementations.

gym gymnasium mo-gymnasium morl multi-objective multi-objective-rl pytorch reinforcement-learning rl rl-algorithms

Last synced: 21 Dec 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: 27 Nov 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: 14 Nov 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: 02 Nov 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: 10 Nov 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: 19 Dec 2024

https://github.com/opendilab/gobigger-challenge-2021

Interested in multi-agents? The 1st Go-Bigger Multi-Agent Decision Intelligence Challenge is coming and a big bonus is waiting for you!

challenge gobigger gym reinforcement-learning

Last synced: 18 Nov 2024

https://github.com/kabouzeid/iron

A modern and completely free weightlifting workout tracker for iOS, written in SwiftUI.

gym ios swift swiftui

Last synced: 27 Oct 2024

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: 02 Nov 2024

https://github.com/gabrieldim/gablogics-fitness-app

Fitness application: https://gablogics.netlify.app/

calories calories-tracker fitness fitness-app gym spring spring-boot

Last synced: 20 Nov 2024

https://github.com/mian-ali/gymwebsite

This repository contains the source code for a gym website, implemented as a single page application (SPA) using HTML, CSS, and JavaScript.

collaborate css css3 fitness gym gym-application gym-environment gym-sourcecode gym-website gym-website-templete html html5 learn portfolio portfolio-website

Last synced: 15 Dec 2024

https://github.com/bzier/gym-mupen64plus

An OpenAI Gym environment wrapper for the Mupen64Plus N64 emulator

ai gym gym-environment gym-library machine-learning mupen64plus n64 nintendo-64 openai-gym reinforcement-learning

Last synced: 16 Dec 2024

https://github.com/evgenii-nikishin/rl_with_resets

JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"

atari atari2600 deep-learning deep-reinforcement-learning deepmind-control-suite dmc drq flax gym jax machine-learning overfitting reinforcement-learning sac soft-actor-critic spr

Last synced: 14 Dec 2024

https://github.com/mymusise/trading-gym

A Trading environment base on Gym

drl gym python3 reinforcement-learning rl trading

Last synced: 16 Nov 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: 07 Dec 2024

https://github.com/stillonearth/bevy_rl

Reinforcement Learning environments with Bevy

bevy gym rl

Last synced: 20 Dec 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: 03 Nov 2024

https://github.com/zhaoyingjun/general

基于TensorFlow2.0、支持非gym环境训练、支持可视化配置的强化学习应用编程框架,30分钟上手强化学习编程。

ddpg deep-reinforcement-learning dqn gui gym ppo tensorflow2

Last synced: 26 Nov 2024

https://github.com/SvenGronauer/Bullet-Safety-Gym

An open-source framework to benchmark and assess safety specifications of Reinforcement Learning problems.

gym gym-environments open-source pybullet reinforcement-learning safety

Last synced: 13 Nov 2024

https://github.com/nikhilbarhate99/deterministic-gail-pytorch

PyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning

deep-reinforcement-learning gail generative-adversarial-network gym imitation-learning openai-gym pytorch pytorch-gan pytorch-implementation reinforcement-learning

Last synced: 13 Nov 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: 19 Dec 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: 03 Nov 2024

https://github.com/StavrosOrf/EV2Gym

A V2G Simulation Environment for large scale EV charging optimization

deep-reinforcement-learning electric-vehicles gurobi gym mathematical-programming model-predictive-control simulator

Last synced: 14 Nov 2024

https://github.com/franckndame/drlkit

A High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms

comparing-algorithms deep-learning deep-reinforcement-learning gpu gym gym-environment machine-learning numpy python pytorch reinforcement-learning tensor tensorflow

Last synced: 11 Oct 2024

https://github.com/liammorrow/liftlog

A cross platform app for tracking your lifts in the gym

app blazor dotnet gym maui

Last synced: 11 Nov 2024

https://github.com/rickstaa/ros-gazebo-gym

Framework for integrating ROS and Gazebo with gymnasium, streamlining the development and training of RL algorithms in realistic robot simulations.

framework franka-emika franka-panda gazebo gym gym-environments gymnasium openai-gym panda reinforcement-learning robotics ros simulation

Last synced: 27 Oct 2024

https://github.com/bilalkabas/DRL-Nav

Deep Reinforcement Learning based autonomous navigation in realistic simulation environments.

airsim deep-reinforcement-learning gym ppo unreal-engine

Last synced: 23 Oct 2024

https://github.com/ajay-dhangar/gym.com

Suitable for all modern Gym & Fitness website; Gym Fitness Theme, Crossfit & Fitness Center; Personal Trainer, Fitness Club layouts & more.

gym gym-website gym-website-templete

Last synced: 12 Dec 2024

https://github.com/jvmncs/safe-grid-agents

Training (hopefully) safe agents in gridworlds

gridworld gym reinforcement-learning safe-agents safe-reinforcement-learning

Last synced: 22 Oct 2024

https://github.com/sash-a/es_pytorch

High performance implementation of Deep neuroevolution in pytorch using mpi4py. Intended for use on HPC clusters

ai deep-neuroevolution evolutionary-strategy gym mpi mpi4py neuroevolution pytorch reinforcement-learning

Last synced: 17 Nov 2024

https://github.com/stonet2000/rl-ts

An OpenAI Gym and Reinforcement Learning Library built in Typescript 🤖

algorithms baselines distributed-computing gym reinforcement-learning typescript

Last synced: 11 Dec 2024

https://github.com/satwikkansal/q-learning-taxi-v3

Simple q-learning implementation for taxi-v3 environment of Open AI gym.

gym python q-learning reinforcement-learning taxi-v2 taxi-v3

Last synced: 07 Nov 2024

https://github.com/riiswa/planning-multi-robot-gym

A Gymnasium environment for simulating multi-robot planning.

gym help-wanted reinforcement-learning

Last synced: 13 Nov 2024