gym-environment

There are 11 repositories under gym-environment topic.

rlcard
datamllab / rlcard
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
reinforcement-learning deep-reinforcement-learning game-ai poker card-game poker-game openai-gym gym-environment card-games blackjack texas uno mahjong game-bot doudizhu multi-agent game ai
Language:Python 2690
Farama-Foundation / HighwayEnv
A minimalist environment for decision-making in autonomous driving
reinforcement-learning autonomous-driving gym-environment
Language:Python 2354
Curt-Park / rainbow-is-all-you-need
Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow
pytorch reinforcement-learning dqn rainbow gym-environment colab-notebook nbviewer
Language:Jupyter Notebook 1753
Farama-Foundation / ViZDoom
Reinforcement Learning environments based on the 1993 game Doom :godmode:
deep-learning doom examples gym-environment gymnasium python reinforcement-learning vizdoom
Language:C++ 1665
Kismuz / btgym
Scalable, event-driven, deep-learning-friendly backtesting library
reinforcement-learning deep-reinforcement-learning gym-environment openai-gym backtesting-trading-strategies algorithmic-trading-library time-series a3c tensorflow backtrader unreal advantage-actor-critic policy-optimisation policy-gradient quantitive-finance algoritmic-trading statistical-arbitrage hacktoberfest
Language:Python 979
rex-gym
nicrusso7 / rex-gym
OpenAI Gym environments for an open-source quadruped robot (SpotMicro)
artificial-intelligence gym-environment inverse-kinematics legged-robots machine-learning openai openai-gym openai-gym-environments pybullet python3 quadruped quadruped-robot quadruped-robot-gaits reinforcement-learning reinforcement-learning-algorithms robot robotic-arm robotics spotmicro tensorflow
Language:Python 962
spot_mini_mini
OpenQuadruped / spot_mini_mini
Dynamics and Domain Randomized Gait Modulation with Bezier Curves for Sim-to-Real Legged Locomotion.
control environment gait gym-environment locomotion machine-learning open-source openai-gym openai-gym-environments optimization pybullet quadruped quadruped-robot quadruped-robot-gaits quadruped-robots reinforcement-learning ros spot terrain walker
Language:C++ 774
dalmia / David-Silver-Reinforcement-learning
Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.
artificial-intelligence course-notes gym-environment open-ai python reinforcement-learning
Language:Jupyter Notebook 763
dickreuter / neuron_poker
Texas holdem OpenAi gym poker environment with reinforcement learning based on keras-rl. Includes virtual rendering and montecarlo for equity calculation.
poker openai-gym holdem reinforcement-learning neural-network gym-environment pokerbot
Language:Python 579
Unity-Technologies / obstacle-tower-env
Obstacle Tower Environment
reinforcement-learning ml-agents deep-learning unity-3d gym-environment
Language:Python 540
tkn-tub / ns3-gym
ns3-gym - The Playground for Reinforcement Learning in Networking Research
ns3 gym-environment openai-gym reinforcement-learning reinforcement-learning-environments
Language:C++ 490
AminHP / gym-mtsim
A general-purpose, flexible, and easy-to-use simulator alongside an OpenAI Gym trading environment for MetaTrader 5 trading platform (Approved by OpenAI Gym)
trading trading-environment trading-algorithm openai-gym gym-environment reinforcement-learning backtesting metatrader5 simulator forex stocks crypto
Language:Python 395
EricSteinberger / PokerRL
Framework for Multi-Agent Deep Reinforcement Learning in Poker
deep-learning framework gym-environment poker ray reinforcement-learning reinforcement-learning-algorithms research
Language:Python 387
PaulDanielML / MuJoCo_RL_UR5
A MuJoCo/Gym environment for robot control using Reinforcement Learning. The task of agents in this environment is pixel-wise prediction of grasp success chances.
computer-vision gym-environment mujoco pick-and-place reinforcement-learning robotics
Language:Python 330
upb-lea / gym-electric-motor
Gym Electric Motor (GEM): An OpenAI Gym Environment for Electric Motors
benchmark converters electric-drive electrical-engineering gym-environment machinelearning motor-models openai openai-gym openai-gym-environments pmsm reinforcement-learning
Language:Python 271
nikhilbarhate99 / Hierarchical-Actor-Critic-HAC-PyTorch
PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments
actor-critic deep-reinforcement-learning gym-environment gym-environments hierarchical-reinforcement-learning openai-gym pytorch pytorch-implementation pytorch-rl reinforcement-learning reinforcement-learning-algorithms
Language:Python 270
VectorizedMultiAgentSimulator
proroklab / VectorizedMultiAgentSimulator
VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of a vectorized 2D physics engine written in PyTorch and a set of challenging multi-robot scenarios. Additional scenarios can be implemented through a simple and modular interface.
gym gym-environment marl multi-agent multi-agent-learning multi-agent-reinforcement-learning multi-agent-simulation multi-agent-systems multi-robot multi-robot-framework multi-robot-sim multi-robot-simulator multi-robot-systems pytorch rllib simulator vectorization vectorized robotics simulation
Language:Python 248
ClementPerroud / Gym-Trading-Env
A simple, easy, customizable Gymnasium environment for trading.
environment gym gym-environment reinforcement-learning reinforcement-learning-environments trading trading-algorithms trading-environment python
Language:Python 217
lucas-emery / rocket-league-gym
A Gym-like environment for Reinforcement Learning in Rocket League
reinforcement-learning rocket-league hacktoberfest gym-environment
Language:Python 195
awjuliani / neuro-nav
A library for neuroscience-inspired navigation and decision making research.
cognitive-science deep-reinforcement-learning gym-environment machine-learning reinforcement-learning
Language:Jupyter Notebook 189
rajcscw / nlp-gym
NLPGym - A toolkit to develop RL agents to solve NLP tasks.
nlp-tasks rl-agents gym-environment nlp
Language:Python 185
ArnaudFickinger / gym-multigrid
Lightweight multi-agent gridworld Gym environment
gym-environment multiplayer-game multiagent-systems multiagent-reinforcement-learning gridworld-environment gym gridworld multi-agent multi-agent-systems multi-agent-reinforcement-learning
Language:Python 180
EvolutionGym / evogym
A large-scale benchmark for co-optimizing the design and control of soft robots, as seen in NeurIPS 2021.
co-design robotics simulation deep-reinforcement-learning soft-robotics reinforcement-learning open-ai-gym gym-environment
Language:Python 179
RatInABox
RatInABox-Lab / RatInABox
A python package for modelling locomotion in complex environments and spatially/velocity selective cell activity.
continuous ephys hippocampus locomotion motion neurons rat reinforcement-learning box grid-cells place-cells boundary-vector-cells trajectory computational-neuroscience modelling modelling-biological-systems neuroscience simulation gym gym-environment
Language:Python 153
AIRI-Institute / pogema
POGEMA stands for Partially-Observable Grid Environment for Multiple Agents. This is a grid-based environment that was specifically designed to be flexible, tunable and scalable. It can be tailored to a variety of PO-MAPF settings.
reinforcement-learning gym-environment simulation pathfinding po-mapf marl mapf
Language:Python 150
ChuaCheowHuan / gym-continuousDoubleAuction
A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum continuous double auction. Ray [RLlib] is used for training.
multi-agent-reinforcement-learning gym-environment limit-order-book high-frequency-trading ray rllib market-microstructure financial-engineering self-play double-auction ppo zero-sum-games zero-sum quantitative-finance quantitative-trading marl n-player lstm
Language:Jupyter Notebook 135
axelbr / racecar_gym
A gym environment for a miniature racecar using the pybullet physics engine.
pybullet racecar-gym f1tenth gym-environment gym racecar simulation pettingzoo reinforcement-learning-environments racing
Language:Python 131
samre12 / gym-cryptotrading
OpenAI Gym Environment API based Bitcoin trading environment
gym gym-environment reinforcement-learning bitcoin cryptocurrency trading-simulator
Language:Python 130
Farama-Foundation / Shimmy
An API conversion tool for popular external reinforcement learning environments
deepmind-control-suite deepmind-lab gym-environment gymnasium reinforcement-learning
Language:Python 114
Talendar / flappy-bird-gym
An OpenAI Gym environment for the Flappy Bird game
flappy-bird flappy-bird-game game gym gym-environment machine-learning openai-gym-environment reinforcement-learning reinforcement-learning-environments
Language:Python 106
zhaohaojie1998 / DRL-for-Path-Planning
深度强化学习路径规划, SAC-Auto路径规划, Soft Actor-Critic算法, SAC-pytorch，激光雷达Lidar避障，激光雷达仿真模拟，Adaptive-SAC
drl-path-planning drl-pytorch gym-environment lidar lidar-simulation path-planning path-planning-environment sac sac-auto sac-path-planning sac-pytorch soft-actor-critic
Language:Python 94
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
Language:Python 87
FelipeMarcelino / 2048-Gym
This projects aims to use reinforcement learning algorithms to play the game 2048.
reinforcement-learning openai-gym ddqn gym-environment 2048 artificial-intelligence machine-learning
Language:Python 81
WoodOxen / tactics2d
Tactics2D: A Reinforcement Learning Environment Library with Generative Scenarios for Driving Decision-making
autonomous-driving gym-environment python3 reinforcement-learning simulator
Language:Python 80
davide97l / rl-policies-attacks-defenses
Adversarial attacks on Deep Reinforcement Learning (RL)
reinforcement-learning adversarial-attacks adversarial-training tianshou dqn a2c ppo gym-environment atari-games uniform-attack strategically-timed-attack critical-point-attack deep-reinforcement-learning ppo-agent a2c-agent adversarial-policies dqn-agents pytorch adversarial-defense
Language:Jupyter Notebook 70
mahyaret / gym-panda
An OpenAI Gym Env for Panda
gym-environment pybullet robotics reinforcement-learning openai-gym
Language:Python 69

gym-environment

datamllab / rlcard

Farama-Foundation / HighwayEnv

Curt-Park / rainbow-is-all-you-need

Farama-Foundation / ViZDoom

Kismuz / btgym

nicrusso7 / rex-gym

OpenQuadruped / spot_mini_mini

dalmia / David-Silver-Reinforcement-learning

dickreuter / neuron_poker

Unity-Technologies / obstacle-tower-env

tkn-tub / ns3-gym

AminHP / gym-mtsim

EricSteinberger / PokerRL

PaulDanielML / MuJoCo_RL_UR5

upb-lea / gym-electric-motor

nikhilbarhate99 / Hierarchical-Actor-Critic-HAC-PyTorch

proroklab / VectorizedMultiAgentSimulator

ClementPerroud / Gym-Trading-Env

lucas-emery / rocket-league-gym

awjuliani / neuro-nav

rajcscw / nlp-gym

ArnaudFickinger / gym-multigrid

EvolutionGym / evogym

RatInABox-Lab / RatInABox

AIRI-Institute / pogema

ChuaCheowHuan / gym-continuousDoubleAuction

axelbr / racecar_gym

samre12 / gym-cryptotrading

Farama-Foundation / Shimmy

Talendar / flappy-bird-gym

zhaohaojie1998 / DRL-for-Path-Planning

bzier / gym-mupen64plus

FelipeMarcelino / 2048-Gym

WoodOxen / tactics2d

davide97l / rl-policies-attacks-defenses

mahyaret / gym-panda