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4 search results found

Deeplearningflappybird ⭐ 6,589

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

Awesome Roadmaps ⭐ 4,294

A curated list of roadmaps.

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

Muzero General ⭐ 2,203

Awesome Deep Rl ⭐ 1,225

For deep RL and the future of AI.

Deep_learning_and_the_game_of_go ⭐ 831

Code and other material for the book "Deep Learning and the Game of Go"

Maia Chess ⭐ 764

Maia is a human-like neural network chess engine trained on millions of human games.

Self Driving Car In Video Games ⭐ 729

A deep neural network that learns to drive in video games

Simple_dqn ⭐ 656

Simple deep Q-learning agent.

BetaGo: AlphaGo for the masses, live on GitHub.

Rl_games ⭐ 603

RL implementations

Aigames ⭐ 484

use AI to play some games.

Snake Ga ⭐ 360

AI Agent that learns how to play Snake with Deep Q-Learning

SASRec: Self-Attentive Sequential Recommendation

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.

Deep Rl Trading ⭐ 248

playing idealized trading games with deep reinforcement learning

Game Bot ⭐ 199

Artificial intelligence learn playing any game with watching you.

Shapley ⭐ 198

The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).

Learning To Communicate Pytorch ⭐ 187

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

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

Repository for codes of 'Deep Reinforcement Learning'

Scalphagozero ⭐ 139

An independent implementation of DeepMind's AlphaGoZero in Scala, using Deeplearning4J (DL4J)

Ai_plays_snake ⭐ 134

AI trained using Genetic Algorithm and Deep Learning to play the game of snake

Snake Ai Reinforcement ⭐ 106

AI for Snake game trained from pixels using Deep Reinforcement Learning (DQN).

Deepgamingai_fps ⭐ 79

An FPS game controller that uses webcam and deep learning to play games

Deep Snake ⭐ 73

A snake game trained using simple deep learning implemented in client side javascript.

Galvanise_zero ⭐ 68

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

Neural Fictitous Self Play ⭐ 67

Scalable Implementation of Neural Fictitous Self-Play

Gym Games ⭐ 65

A gymnasium version of various games for reinforcement learning.

Text Based Game Rl Tensorflow ⭐ 61

Ai_basketball_games_video_editor ⭐ 51

AI Basketball Games Video Editor is a program to get basketball highlight video by PyTorch YOLOv4 object detection

Fruit Api ⭐ 50

A Universal Deep Reinforcement Learning Framework

Alpha Zero ⭐ 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.

Deep Learning Mahjong ⭐ 45

Reinforcement learning (RL) implementation of imperfect information game Mahjong using markov decision processes to predict future game states

DOOM level generation using Generative Adversarial Networks

Hands On Deep Learning For Games ⭐ 35

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)

Deep_q_learning ⭐ 34

A collection of experiments in reinforcement learning. For now, consists only of Deep Q Learning, but willl eventually contain others.

Matlab2048 ⭐ 34

2048 playing agent using deep Q-learning in Matlab.

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.

Flappybird Es ⭐ 31

An AI agent Learning to play Flappy Bird using Evolution Strategies and deep learning models.

Starchild ⭐ 31

A Chatbot Game for Autistic Children 一款为孤独症孩子设计的聊天机器人游戏

March Madness 2019 ⭐ 29

A Machine Learning project to predict the results of the NCAA Men's March Madness Basketball tournament.

Pytorch Nfsp ⭐ 29

Implementation of Deep Reinforcement Learning from Self-Play in Imperfect-Information Games (Heinrich and Silver, 2016)

Connect4 ⭐ 29

Solving board games like Connect4 using Deep Reinforcement Learning

Machine Learning Pong Game in The Browser

Machine- and Reinforcement Learning ExtensioN for (game) Engines

Covid Race Game ⭐ 26

A Game is developed with pygame and AI where the user can control the actions through his hands (gestures)

Deepcrawl ⭐ 25

Deep reinforcement learning for the development of RogueLike games.

Deepneuralnet Chess ⭐ 24

Predict the result of a chess game from a position

Set Game ⭐ 23

Play SET using image recognition and deep learning

Fancybing ⭐ 23

FancyBing Go AI, JAVA + Deeplearning4j

Playing Custom Games Using Deep Learning ⭐ 22

Implementation of Google's paper on playing atari games using deep learning in python.

Drl_deliveryduel ⭐ 21

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

Drlplayground ⭐ 20

A deep reinforcement learning playground with Unity running the game physics, and Python handling the reinforcement learning algorithms.

Kr Dl Uct ⭐ 19

Supervised End To End Weight Sharing For Starcraft Ii ⭐ 19

StarCraft 2 AI Workshop

Alphazero General ⭐ 19

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

Deep Go Wrap ⭐ 18

Toolkit designed to ease development of your Deep Neural Network models for the game of Go (weiqi, baduk).

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.

Mlfyp_project ⭐ 16

Poker Bot with Deep Learning

Deep_maze ⭐ 16

Gtav Self Driving Car ⭐ 14

Self driving car in GTAV with Deep Learning

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

Caffe_alphazero ⭐ 13

Implementation of Deepmind's AlphaZero algorithm with Caffe and C++

Body Pose Beat Game ⭐ 13

This game is an AI game based on TensorFlow.js, using their Posenet pre-trained model.

Stepcovnet ⭐ 13

Deep Learning to Create StepMania SM FIles

Touhou10 Dqn ⭐ 12

DQN AI environment for the bullet hell games from Touhou 10 - Mountaion of Faith, using PyTorch

Snake Reinforcement Dnn ⭐ 12

Developing a deep neural network to play a snake game

A simple bot to play go written in Kotlin inspired by the Manning book "Deep Learning and the Game of Go"

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

Machine Learning Doodle Recognition ⭐ 12

A project on making a game like Quick Draw using Machine Learning with Convolutional Neural Network.

Mahjong4rl ⭐ 11

Mahjong4RL is a project that recreates the game of Japanese Mahjong and use deep reinforcement learning to play it.

Deep Briscola ⭐ 11

Tensorflow Deep Reinforcement Learning agents playing Briscola card game

An RL-trained Backgammon agent

Snake Reinforcement Deep Q Learning ⭐ 10

Play Snake Game with Deep Q-Network(DQN)

Serpinco_ ⭐ 10

A Deep Q Network A.I agent that plays the old classic Nokia Snakes Game!

Openai Gym Deep Q Learning ⭐ 10

Deep Q-Learning Reinforcement Learning with OpenAI's Gym

Dqn_game_tensorflow ⭐ 10

playing Atari game with Deep Q Learning (DQN & DDQN) in tensorflow

Csgo_aim ⭐ 10

Aim assist for CSGO with python and yolo

Coinrun Game Ai Assignment ⭐ 10

Referentialgym ⭐ 9

This framework provides out-of-the-box implementations of Referential Games variants in order to study the emergence of artificial languages using deep learning, relying on PyTorch (https://www.pytorch.org).

Double Dqn Breakout ⭐ 9

Playing Breakout with double deep Q network

Dqn_unity_keras ⭐ 9

Simple example of DQN for Unity using Keras

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

Dueling Double Deep Q-Network TensorFlow + TFLearn implementation

Blackbeard ⭐ 8

Opensource Deep Rock Galactic deepdives and weekly assignment emulator and scheduler.

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

Chrome_trex ⭐ 8

Automate Google Chrome T-rex game

Othello Zero ⭐ 8

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

Hybridalpha ⭐ 7

HybridAlpha - a mix between AlphaGo Zero and AlphaZero for multiple games

Deeprl Snes ⭐ 7

Deep Reinforcement Learning methods to learn plays SNES games

Behavioral Cloning ⭐ 7

A car trained by a deep neural network to drive itself in a video game

Bipedalwalker V2 ⭐ 7

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

Cognitextworldagent ⭐ 7

Winning solution of the Microsoft Research "First TextWorld Problems: A Reinforcement and Language Learning Challenge"

Fast Image Gans ⭐ 7

Using Deep Learning to create fake images of games using PyTorch

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

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