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Search results for video game reinforcement learning
reinforcement-learning
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video-game
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2 search results found
Pysc2
⭐
7,768
StarCraft II Learning Environment
Open_spiel
⭐
3,954
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
Cleanrl
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3,947
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
Alpha Zero General
⭐
3,497
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
Football
⭐
3,177
Check out the new game server:
Rlcard
⭐
2,260
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
Muzero General
⭐
2,203
MuZero
Snake
⭐
1,597
Artificial intelligence for the Snake game.
Awesome Deep Rl
⭐
1,225
For deep RL and the future of AI.
Smac
⭐
881
SMAC: The StarCraft Multi-Agent Challenge
Pygame Learning Environment
⭐
727
PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.
Rl_games
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603
RL implementations
Awesome Game Ai
⭐
522
Awesome Game AI materials of Multi-Agent Reinforcement Learning
Aigames
⭐
484
use AI to play some games.
Gobigger
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483
[ICLR 2023] Come & try Decision-Intelligence version of "Agar"! Gobigger could also help you with multi-agent decision intelligence study.
Malib
⭐
440
A parallel framework for population-based multi-agent reinforcement learning.
Tf Rex
⭐
341
Play Google Chrome's T-rex game with TensorFlow
Pypokerengine
⭐
320
Poker engine for poker AI development in Python
Machinelearningroguelike
⭐
315
A small Roguelike game that uses Machine Learning to power its entities. Originally used in talks by Ciro & Alessia.
Tetris_mcts
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309
MCTS project for Tetris
Handyrl
⭐
278
HandyRL is a handy and simple framework based on Python and PyTorch for distributed reinforcement learning that is applicable to your own environments.
Pgx
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260
🎲 Vectorized RL game environments in JAX [NeurIPS23]
Deep Rl Trading
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248
playing idealized trading games with deep reinforcement learning
Ml Games
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238
Machine learning games. Use combination of genetic algorithms and neural networks to control the behaviour of in-game objects.
Jericho
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229
A learning environment for man-made Interactive Fiction games.
Supergo
⭐
207
A student implementation of Alpha Go Zero
Megaverse
⭐
190
High-throughput simulation platform for Artificial Intelligence reseach
Learning To Communicate Pytorch
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187
Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch
Atari
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185
AI research environment for the Atari 2600 games 🤖.
Retro Learning Environment
⭐
178
The Retro Learning Environment (RLE) -- a learning framework for AI
Deep Rts
⭐
169
A Real-Time-Strategy game for Deep Learning research
Pokerkit
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157
[IEEE ToG] An open-source Python library for poker simulations and hand evaluations
2048 Deep Reinforcement Learning
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150
Trained A Convolutional Neural Network To Play 2048 using Deep-Reinforcement Learning
Ai_plays_snake
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134
AI trained using Genetic Algorithm and Deep Learning to play the game of snake
Snake Ai Reinforcement
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106
AI for Snake game trained from pixels using Deep Reinforcement Learning (DQN).
Startcraft_pysc2_minigames
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104
Startcraft II Machine Learning research with DeepMind pysc2 python library .mini-games and agents.
Quadcopter Ai
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91
Controlling a Rigidbody Quadcopter using Control Theory and Reinforcement Learning
Lf2gym
⭐
88
An OpenAI-gym-like environment for Little Fighter 2
Gym Mupen64plus
⭐
80
An OpenAI Gym environment wrapper for the Mupen64Plus N64 emulator
Xworld
⭐
74
A C++/Python simulator package for reinforcement learning
Galvanise_zero
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68
Learning from zero (mostly based off of AlphaZero) in General Game Playing.
Markovjs
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66
Reinforcement Learning in JavaScript
Gym Games
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65
A gymnasium version of various games for reinforcement learning.
Neural Fictitous Self Play
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62
Scalable Implementation of Neural Fictitous Self-Play
Tetrisrl
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52
A Tetris environment to train machine learning agents
Fruit Api
⭐
50
A Universal Deep Reinforcement Learning Framework
Commonsense Rl
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47
Knowledge-Aware RL agents with Commonsense Reasoning
Deep Learning Mahjong
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45
Reinforcement learning (RL) implementation of imperfect information game Mahjong using markov decision processes to predict future game states
Alpha Zero
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45
AlphaZero implementation for Othello, Connect-Four and Tic-Tac-Toe based on "Mastering the game of Go without human knowledge" and "Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm" by DeepMind.
Dream Go
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43
Artificial go player based on reinforcement and supervised learning
Reinforced Race
⭐
36
A model car learns driving along a track using reinforcement learning
Left Shift
⭐
35
Using deep reinforcement learning to tackle the game 2048.
Checkers Reinforcement Learning
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34
A checkers reinforcement learning AI, and all the tools needed to train it.
Q Learning Simple Game
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34
Alphago Zero Tictactoe Js
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34
A game framework based on AlphaZero/TensorFlow.js runs in browser to demonstrate tic-tac-toe AI game. Use a pre-trained model or train from scratch. Ported from suragnair/alpha-zero-general (Python)
Freeciv Python
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33
This is the learning environment for Freeciv 3.1 with python bindings for advancements in RL. This is the first project of it's kind in the world and will also be the most challenging environment out there.
Flappybird Es
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31
An AI agent Learning to play Flappy Bird using Evolution Strategies and deep learning models.
Reinforcement Learning Flappybird
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30
In-browser reinforcement learning for flappy bird 🐦
Flappy Bird Ai
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29
Artificial Intelligence based Flappy Bird Game
Tictactoe Reinforcement Learning
⭐
28
Train a tic-tac-toe agent with reinforcement learning.
Marlene
⭐
28
Machine- and Reinforcement Learning ExtensioN for (game) Engines
Snake Reinforcement Learning
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27
AI (A2C agent) mastering the game of Snake with TensorFlow 2.0
Minesweeper
⭐
27
A python Minesweeper with interfaces for RL.
Alphazero_connect4
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25
PyTorch implementation of AlphaZero Connect from scratch (with results)
Playing Custom Games Using Deep Learning
⭐
22
Implementation of Google's paper on playing atari games using deep learning in python.
Alphazero
⭐
22
Board Game Reinforcement Learning using AlphaZero method. including Makhos (Thai Checkers), Reversi, Connect Four, Tic-tac-toe game rules
Drl_deliveryduel
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21
Deep Reinforcement Learning applied to a modern 3D video-game environment called Delivery Duel.
Outsmart
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21
Tic Tac Toe Bot
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21
Reinforcement learning and Minimax based AI bots for Tic-Tac-Toe
Catan Ai
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21
A Settlers of Catan framework built in Python with AI agents
Icyai
⭐
20
Gym for training an AI to learn Icy Tower through neuroevolution
Dqn Flappybird
⭐
20
Play flappy bird with DQN, a demo for reinforcement learning, implemented using PyTorch
Alphazero General
⭐
19
A fast, generalized, and modified implementation of Deepmind's distinguished AlphaZero in PyTorch.
Gym_reversi
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18
openAI gym env for reversi/othello game
Deep Reinforcement Learning For Boardgames
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18
Master Thesis project that provides a training framework for two player games. TicTacToe and Othello have already been implemented.
Tildy Mdp
⭐
17
Reinforcement Learning Fun Game
Deepbeerinventory Rl
⭐
16
The code for the SRDQN algorithm to train an agent for the beer game problem
Tetris Ai Java
⭐
16
Java课大作业,同步通信多线程实现的俄罗斯方块,可手玩也可自动玩。
Deep_maze
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16
Steeringbehaviors
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15
C++ SDL AI Steering Behaviors: Seek, Flee, Arrive, Pursue, Evade, Wander, Path Following, Collision Avoidance and Combining them.
64crazyhousedeeplearning
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15
A deep learning Crazyhouse chess program that uses a Monte Carlo Tree Search (MCTS) based evaluation system and reinforcement to enhance its play style.
Gym Alttp Gridworld
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14
A gym environment for Stuart Armstrong's model of a treacherous turn.
Qlearningmouse
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14
Cat-and-Mouse game with Reinforcement Learning (Q-Learning).
Thuai7
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14
清华大学第七届人工智能挑战赛电子系赛道(原电子系第 25 届队式程序设计大赛 teamstyle25)
Snake.ai
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14
Multiplayer snake AI
Poke.ai
⭐
14
An experimental AI that plays the 3rd gen Pokemon games - Winner of Judge's Choice Award for NUS Orbital Project
Gym Abalone
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13
An environment of the board game Abalone using OpenAI's Gym API
Caffe_alphazero
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13
Implementation of Deepmind's AlphaZero algorithm with Caffe and C++
Gnomansland
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13
An open-world reinforcement learning playground for gnomes filled with dangerous peril and bountiful treasure.
Atari
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12
1-step Q Learning from the paper "Asynchronous Methods for Deep Reinforcement Learning"
Tic Tac Toe Machine Learning Using Reinforcement Learning
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12
A Python Program to implement Machine Learning for the Game Tic Tac Toe (3x3) using Reinforcement Learning (Q learning technique) and tensorflow.
Mahjong4rl
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11
Mahjong4RL is a project that recreates the game of Japanese Mahjong and use deep reinforcement learning to play it.
Pong Rl
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11
Reinforcement Learning with Pong in the Browser via TensorFlow.js
Breakout Env
⭐
10
A configurable Breakout environment for reinforcement learning
Dqn Play Supermario
⭐
10
implement the classic reinforcement learning algorithm DQN to play supermariobrother
Amca
⭐
10
An RL-trained Backgammon agent
Mcts Simple
⭐
10
mcts-simple is a Python3 library that allows reinforcement learning problems to be solved easily with its implementations of Monte Carlo Tree Search.
Carl
⭐
10
Car game for reinforcement learning. As abstract as possible in order to make it as versatile as possible.
Chess
⭐
9
Program for playing chess in the console against AI or human opponents
Snake Gym
⭐
9
A gym environment for the game snake, with a tiled version. Contains implementations for NEAT and RL.
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