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Search results for video game reinforcement learning

reinforcement-learning x

2 search results found

Open_spiel ⭐ 4,328

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

Cleanrl ⭐ 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

Snake ⭐ 1,596

Artificial intelligence for the Snake game.

Awesome Deep Rl ⭐ 1,225

For deep RL and the future of AI.

SMAC: The StarCraft Multi-Agent Challenge

Pygame Learning Environment ⭐ 727

PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.

Rl_games ⭐ 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 ⭐ 483

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

Play Google Chrome's T-rex game with TensorFlow

Pypokerengine ⭐ 320

Poker engine for poker AI development in Python

Tetris_mcts ⭐ 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.

🎲 Vectorized RL game environments in JAX [NeurIPS23]

Deep Rl Trading ⭐ 248

playing idealized trading games with deep reinforcement learning

Ml Games ⭐ 238

Machine learning games. Use combination of genetic algorithms and neural networks to control the behaviour of in-game objects.

Jericho ⭐ 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 ⭐ 187

Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch

AI research environment for the Atari 2600 games 🤖.

Deep Rts ⭐ 169

A Real-Time-Strategy game for Deep Learning research

Pokerkit ⭐ 157

[IEEE ToG] An open-source Python library for poker simulations and hand evaluations

Startcraft_pysc2_minigames ⭐ 104

Startcraft II Machine Learning research with DeepMind pysc2 python library .mini-games and agents.

Quadcopter Ai ⭐ 91

Controlling a Rigidbody Quadcopter using Control Theory and Reinforcement Learning

An OpenAI-gym-like environment for Little Fighter 2

A C++/Python simulator package for reinforcement learning

Neural Fictitous Self Play ⭐ 74

Scalable Implementation of Neural Fictitous Self-Play

Galvanise_zero ⭐ 68

Learning from zero (mostly based off of AlphaZero) in General Game Playing.

Markovjs ⭐ 66

Reinforcement Learning in JavaScript

Gym Games ⭐ 65

A gymnasium version of various games for reinforcement learning.

Tetrisrl ⭐ 52

A Tetris environment to train machine learning agents

Fruit Api ⭐ 50

A Universal Deep Reinforcement Learning Framework

Commonsense Rl ⭐ 47

Knowledge-Aware RL agents with Commonsense Reasoning

Dream Go ⭐ 43

Artificial go player based on reinforcement and supervised learning

Reinforced Race ⭐ 36

A model car learns driving along a track using reinforcement learning

Checkers Reinforcement Learning ⭐ 34

A checkers reinforcement learning AI, and all the tools needed to train it.

Q Learning Simple Game ⭐ 34

Alphago Zero Tictactoe Js ⭐ 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 ⭐ 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.

Flappy Bird Ai ⭐ 29

Artificial Intelligence based Flappy Bird Game

Tictactoe Reinforcement Learning ⭐ 28

Train a tic-tac-toe agent with reinforcement learning.

Machine- and Reinforcement Learning ExtensioN for (game) Engines

Minesweeper ⭐ 27

A python Minesweeper with interfaces for RL.

Alphazero_connect4 ⭐ 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 ⭐ 21

Deep Reinforcement Learning applied to a modern 3D video-game environment called Delivery Duel.

Catan Ai ⭐ 21

A Settlers of Catan framework built in Python with AI agents

Outsmart ⭐ 21

Tic Tac Toe Bot ⭐ 21

Reinforcement learning and Minimax based AI bots for Tic-Tac-Toe

Dqn Flappybird ⭐ 20

Play flappy bird with DQN, a demo for reinforcement learning, implemented using PyTorch

Gym for training an AI to learn Icy Tower through neuroevolution

Alphazero General ⭐ 19

A fast, generalized, and modified implementation of Deepmind's distinguished AlphaZero in PyTorch.

Gym_reversi ⭐ 18

openAI gym env for reversi/othello game

Deep Reinforcement Learning For Boardgames ⭐ 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

Deep_maze ⭐ 16

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。

Deepbeerinventory Rl ⭐ 16

The code for the SRDQN algorithm to train an agent for the beer game problem

64crazyhousedeeplearning ⭐ 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.

Steeringbehaviors ⭐ 15

C++ SDL AI Steering Behaviors: Seek, Flee, Arrive, Pursue, Evade, Wander, Path Following, Collision Avoidance and Combining them.

Snake.ai ⭐ 14

Multiplayer snake AI

Qlearningmouse ⭐ 14

Cat-and-Mouse game with Reinforcement Learning (Q-Learning).

An experimental AI that plays the 3rd gen Pokemon games - Winner of Judge's Choice Award for NUS Orbital Project

Gym Alttp Gridworld ⭐ 14

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

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）

Gnomansland ⭐ 13

An open-world reinforcement learning playground for gnomes filled with dangerous peril and bountiful treasure.

Gym Abalone ⭐ 13

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

1-step Q Learning from the paper "Asynchronous Methods for Deep Reinforcement Learning"

Tic Tac Toe Machine Learning Using Reinforcement Learning ⭐ 12

A Python Program to implement Machine Learning for the Game Tic Tac Toe (3x3) using Reinforcement Learning (Q learning technique) and tensorflow.

Reinforcement Learning with Pong in the Browser via TensorFlow.js

Dqn Play Supermario ⭐ 10

implement the classic reinforcement learning algorithm DQN to play supermariobrother

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

An RL-trained Backgammon agent

Breakout Env ⭐ 10

A configurable Breakout environment for reinforcement learning

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.

2D Game Engine based on Pygame and Level-TMX Files

Reinforcement learning agent for playing qwop

Gym Chrome Dino ⭐ 9

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

Policygradient_ponggame ⭐ 9

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

Program for playing chess in the console against AI or human opponents

Snake On Pygame ⭐ 9

Snake game implemented in Pygame that can be controlled by human input and AI agents (DQN). Who's best? 🐍 🤖

Gridworld ⭐ 9

Simple implementation of text-based Gridworld game. Intended for use with reinforcement learning algorithms.

Lasertag V0 ⭐ 8

Implementation of Deepmind's LaserTag-v0 game in A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning(2017)

Othello Zero ⭐ 8

An implementation of the AlphaGo Zero and the AlphaZero algorithm for othello playing.

CIRNO: Intelligence for Recognizing, Navigating and Operating ingame

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

Menace - The AI Game Bot

Rl Game Bot ⭐ 7

Using Q learning, a type of Reinforcement Learning to make a simple GameBot.

Flappybird ⭐ 7

FlappyBird Reinforcement Learning based on Pygame, OpenCV, Tensorflow

An implementation of deep learning to play the google chrome no internet dinosaur game.

Aitodinorun ⭐ 7

This reference playing atari with deep reinforcement learning and use https://blog.paperspace.com/dino-run/ code to play Google Chrome's offline Dino Run game.

Emergent_comm_rl ⭐ 7

Reproducing the reinforcement learning models used in "Emergence of Linguistic Communication from Referential Games with Symbolic and Pixel Input"

Classic snake game implemented using pygame and Reinforcement learning

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