gym-environments

There are 3 repositories under gym-environments topic.

AminHP / gym-anytrading
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
openai-gym reinforcement-learning q-learning dqn trading trading-environments forex stocks gym-environments trading-algorithms
Language:Python 2248
macad-gym
praveen-palanisamy / macad-gym
Multi-Agent Connected Autonomous Driving (MACAD) Gym environments for Deep RL. Code for the paper presented in the Machine Learning for Autonomous Driving Workshop at NeurIPS 2019:
autonomous-driving carla carla-driving-simulator carla-gym carla-reinforcement-learning carla-rl carla-simulator deep-reinforcement-learning gym-environments macad-gym multi-agent-autonomous-driving multi-agent-reinforcement-learning
Language:Python 351
Grid2op / grid2op
Grid2Op a testbed platform to model sequential decision making in power systems.
grid2op reinforcement-learning reinforcement-learning-environments powergrid powergrid-operation gym-environments
Language:Python 330
nikhilbarhate99 / Hierarchical-Actor-Critic-HAC-PyTorch
PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments
pytorch reinforcement-learning reinforcement-learning-algorithms gym-environment hierarchical-reinforcement-learning actor-critic gym-environments openai-gym pytorch-implementation pytorch-rl deep-reinforcement-learning
Language:Python 323
MO-Gymnasium
Farama-Foundation / MO-Gymnasium
Multi-objective Gymnasium environments for reinforcement learning
gym gym-environments morl multi-objective reinforcement-learning multi-objective-rl gymnasium
Language:Python 314
PaddlePaddle / MetaGym
Collection of Reinforcement Learning / Meta Reinforcement Learning Environments.
reinforcement-learning meta-learning maze lift quadrotor quadrupedal-robots navigator gym-environments
Language:Python 290
proroklab / popgym
Partially Observable Process Gym
gym-environments partially-observable-environment pomdp recurrent-neural-networks reinforcement-learning
Language:Python 183
gym-anm
robinhenry / gym-anm
A framework to design Reinforcement Learning environments that model Active Network Management (ANM) tasks in electricity distribution networks.
reinforcement-learning electricity-networks gym-environments control active-network-management
Language:Python 153
MarvinLer / pypownet
A power network simulator with a Reinforcement Learning-focused usage.
gym-environments power-network powergrid reinforcement-learning reinforcement-learning-environments simulator
Language:Python 115
bark-ml
bark-simulator / bark-ml
Gym environments and agents for autonomous driving.
agents autonomous-driving gym-environments openai-gym reinforcement reinforcement-learning-environments
Language:Python 96
pyRDDLGym
pyrddlgym-project / pyRDDLGym
A toolkit for auto-generation of OpenAI Gym environments from RDDL description files.
gym-environments model-based rddl reinforcement-learning gym gymnasium planning simulator simulation rddl-domains benchmark-framework benchmarking benchmarking-framework evaluation-framework visualisation visualization visualizer planning-domain-definition-language planner planners
Language:Python 83
qlan3 / gym-games
A collection of Gymnasium compatible games for reinforcement learning.
deep-learning deep-reinforcement-learning reinforcement-learning pygame atari minatar gym-pygame games exploration-game gym-environments gymnasium
Language:Python 78
SvenGronauer / Bullet-Safety-Gym
An open-source framework to benchmark and assess safety specifications of Reinforcement Learning problems.
reinforcement-learning safety gym gym-environments pybullet open-source
Language:Python 66
DHDev0 / Stochastic-muzero
Pytorch Implementation of Stochastic MuZero for gym environment. This algorithm is capable of supporting a wide range of action and observation spaces, including both discrete and continuous variations.
arxiv-papers machine-learning offline-reinforcement-learning online-reinforcement-learning muzero-stochastic stochastic-muzero deep-reinforcement-learning gym-environments lstm monte-carlo-tree-search muzero pytorch resnetv2 rl transformer multilayer-perceptron
Language:Python 64
carlosnatalino / optical-rl-gym
Set of reinforcement learning environments for optical networks
reinforcement-learning optical-networks openai-gym reinforcement-learning-environments gym-environments
Language:Python 60
robocin / rSoccer
🎳 Environments for Reinforcement Learning
reinforcement-learning robocup-ssl gym gym-environments robotics hacktoberfest
Language:Python 55
sentenai / reinforce
Reinforcement learning in haskell
reinforcement-learning gym-environments gym algorithms haskell
Language:Haskell 46
elbecerrasoto / gym-cellular-automata
Cellular Automata Environments for Reinforcement Learning
cellular-automata forest-fire gym-environments reinforcement-learning
Language:Python 43
rickstaa / ros-gazebo-gym
Framework for integrating ROS and Gazebo with gymnasium, streamlining the development and training of RL algorithms in realistic robot simulations.
ros gazebo reinforcement-learning framework robotics openai-gym gym gym-environments simulation panda franka-panda franka-emika gymnasium
Language:Python 40
aditya-shirwatkar / UnderactuatedRobotics
Repository of implementation of few algorithms for Underactuated Systems in Robotics and solutions to some interesting problems
lqr quadrotor-2d gym-environments double-integrator jupyter-notebook python robotics
Language:Jupyter Notebook 36
dfki-ric / deformable_gym
A collection of RL gymnasium environments for learning to grasp 3D deformable objects.
deformable-object gym-environments gymnasium-environment mujoco pybullet reinforcement-learning robotic-manipulation robotics
Language:Python 29
DHDev0 / Muzero-unplugged
Pytorch Implementation of MuZero Unplugged for gym environment. This algorithm is capable of supporting a wide range of action and observation spaces, including both discrete and continuous variations.
deep-learning deep-reinforcement-learning gym lstm machine-learning neural-network python3 pytorch reinforcement-learning transformer arxiv arxiv-papers gym-environments monte-carlo-tree-search muzero resnetv1 resnetv2 rl muzero-unplugged
Language:Python 27
natetsang / open-rl
Implementations of a large collection of reinforcement learning algorithms.
reinforcement-learning deep-reinforcement-learning python tensorflow deep-learning gym-environments neural-networks artificial-intelligence keras machine-learning
Language:Python 27
DHDev0 / Muzero
Pytorch Implementation of MuZero for gym environment. It support any Discrete , Box and Box2D configuration for the action space and observation space.
arxiv arxiv-papers deep-learning deep-reinforcement-learning machine-learning monte-carlo-tree-search muzero neural-network python3 pytorch reinforcement-learning resnetv1 resnetv2 rl gym gym-environments lstm transformer
Language:Python 17
thiagopbueno / rddlgym
A toolkit for working with RDDL domains in Python3.
rddl rddl-domains gym-environments
Language:Python 17
johbrust / simulink_gym
Gym Interface Wrapper for Simulink Models
gym-environments python reinforcement-learning simulink-python
Language:Python 16
rickstaa / panda-gazebo
A reinforcement learning-oriented Panda Emika Franka gazebo simulation.
ros gazebo simulation reinforcement-learning openai-gym emika-franka panda gym-environments python gymnasium
Language:Python 16
Atharv24 / SnakeGym
Multi agent gym environment based on the classic Snake game with implementations of various reinforcement learning algorithms in pytorch
gym-environments reinforcement-learning ppo ppo-agent lstm snake-game neural-network deep-reinforcement-learning python3 python multiprocessing opencv pytorch
Language:Python 15
bupticybee / gym_chinese_chess
**象棋gym环境
chess chinese-chess gym gym-environment gym-environments
Language:Jupyter Notebook 14
orlov-ai / beer-game-env
Beer Game implemented as an OpenAI gym environment.
beer-game gym-environment gym-environments multi-agent multi-agent-reinforcement-learning multi-agent-simulation multi-agent-systems open-ai-gym python reinforcement-learning reinforcement-learning-environments supply-chain
Language:Python 14
amirhossein-hkh / pong-dqn
RL Agent for Atari Game Pong
dqn deep-learning deep-q-network deep-q-learning q-learning keras-dqn keras-deep-q keras rl reinforcement-learning reinforcement-learning-algorithms pong gym-pong-v0 gym-environments atari-games deepmind cnn-keras cnn
Language:Jupyter Notebook 12
kraby
erdnaxe / kraby
Documentation and ressources of Kraby, an open-source hexapod robot
pybullet hexapod-robot gym-environments
Language:Jupyter Notebook 12
rickstaa / stable-gym
This package contains several gymnasium environments with positive definite cost functions, designed for compatibility with stable RL agents.
openai-gym reinforcement-learning simulation gym-environments gymnasium stability artificial-intelligence robustness
Language:Python 12
HumanoidRobotWalk
reinai / HumanoidRobotWalk
Implementation of Trust Region Policy Optimization and Proximal Policy Optimization algorithms on the objective of Robot Walk.
trpo ppo motion pytorch robotics robotics-simulation pybullet pybullet-environments pybullet-physics openai-gym gym-environment gym-environments reinforcement-learning deep-reinforcement-learning reinforcement-learning-algorithms robot-walking reinforcement-learning-analysis reinforcement-learning-environments reinforcement-learning-agent
Language:Python 11
asokraju / kristools
Clustor deployable custom DDPG algorithm for Multi Agent RL impleted in Tensorflow
gym-environments reinforcement-learning power-converters buck-converter dc-microgrid
Language:Python 9
Danfoa / commons_game
A custom implementation of DeepMind's "the commons game"
harvest-game commons-game reinforcement-learning ddqn tensorflow2 gym gym-environments
Language:Python 9