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Cleanrl ⭐ 3,947

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Retro ⭐ 3,256

Retro Games in Gym

Muzero General ⭐ 2,203

Simple_dqn ⭐ 656

Simple deep Q-learning agent.

Gobigger ⭐ 483

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

Airgesture ⭐ 348

Play games without touching keyboard

AI research environment for the Atari 2600 games 🤖.

An environment of the board game Go using OpenAI's Gym API

An OpenAI-gym-like environment for Little Fighter 2

Rogue Gym ⭐ 77

[WIP] Highly customizable rogue-like game for AI expmeriments

Gvgai_gym ⭐ 71

Gym Games ⭐ 65

A gymnasium version of various games for reinforcement learning.

Humanrl_prior_games ⭐ 54

[ICML-18] Codes for the custom games we built to compare RL agents with humans

Gym 2048 ⭐ 54

Open AI gym environment for the game 2048

Gym Snake ⭐ 51

An OpenAI gym environment made for RL

Gym Gomoku ⭐ 41

OpenAI Gym Env for game Gomoku(Five-In-a-Row, 五子棋, 五目並べ, omok, Gobang,...)

Gym Nes Mario Bros ⭐ 33

🐍 🏋 OpenAI GYM for Nintendo NES emulator FCEUX and 1983 game Mario Bros. + Double Q Learning for mastering the game

Gym Tetris ⭐ 32

An OpenAI Gym interface to Tetris on the NES.

VGDL 2.0: A video game description language for AI research

NES environment for openai gym

Squadgym ⭐ 26

Environment that can be used to evaluate reasoning capabilities of artificial agents

Gym_reversi ⭐ 18

openAI gym env for reversi/othello game

Gym Alttp Gridworld ⭐ 14

A gym environment for Stuart Armstrong's model of a treacherous turn.

Gym Abalone ⭐ 13

An environment of the board game Abalone using OpenAI's Gym API

Integrated Tensorforce and OpenAI Gym to train SC II game agents.

Cmd_pokemon ⭐ 11

A terminal based pokemon game written in python with features including a save and load game, Catching pokemons, Going to gym battles to collect badges or even fighting in Indigo league.

Breakout Env ⭐ 10

A configurable Breakout environment for reinforcement learning

Openai Gym Deep Q Learning ⭐ 10

Deep Q-Learning Reinforcement Learning with OpenAI's Gym

Car game for reinforcement learning. As abstract as possible in order to make it as versatile as possible.

Policygradient_ponggame ⭐ 9

Pong Game problem solving using RL - Policy Gradient with OpenAI Gym Framework and Tensorflow

Gym Chrome Dino ⭐ 9

An OpenAI Gym environment for Chrome Dino / T-Rex Runner Game

Dueling Double Deep Q-Network TensorFlow + TFLearn implementation

Implementation of Deep Q-network to play the game 2048 using Keras.

Boardgame2 ⭐ 8

Extension of OpenAI Gym that implements multiple two-player zero-sum 2-dimension board games

Gym Fightingice ⭐ 7

Official gym API for game FightingICE.

Deep Reinforcement Learning to Play 2048 (with Keras)

Bipedalwalker V2 ⭐ 7

Solving openAI's game 'BipedalWalker-v2' with Deep Reinforcement Learning

Gym Pysc2 ⭐ 6

Gym wrapper for pysc2

Gym Backgammon ⭐ 6

Backgammon OpenAI Gym

Mancala board game, written in python. The rule is Kalah and can be extended.

Rl Universe ⭐ 6

Implementation of a Reinforcement Learning algorithm for the game Slither.io using the Universe framework from openAI to emulate the game.

Agar.io OpenAI Gym Learning Environment

Gym Octaking ⭐ 5

This is a custom made OpenAI gym environment for a boardgame I invented.

OpenAI Gym Environment for 2048

Beer Game Env ⭐ 5

Beer Game implemented as an OpenAI gym environment.

Baby Ai Game ⭐ 5

Prototype of a game where a reinforcement learning agent is trained through natural language instructions

Gym Coders Strike Back ⭐ 5

Gym environment of the Coders Strike Back Coding Game contest

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