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6 search results found

Pysc2 ⭐ 7,768

StarCraft II Learning Environment

Cleanrl ⭐ 3,947

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

Muzero General ⭐ 2,203

Projectlearn Project Based Learning ⭐ 2,074

A curated list of project tutorials for project-based learning.

Poker_ai ⭐ 942

🤖 An Open Source Texas Hold'em AI

SMAC: The StarCraft Multi-Agent Challenge

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

Pygame Learning Environment ⭐ 727

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

Xva Synth ⭐ 555

Machine learning based speech synthesis Electron app, with voices from specific characters from video games

Dota2 Predictor ⭐ 329

Tool that predicts the outcome of a Dota 2 game using Machine Learning

Machinelearningroguelike ⭐ 315

A small Roguelike game that uses Machine Learning to power its entities. Originally used in talks by Ciro & Alessia.

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.

Catanatron ⭐ 217

Settlers of Catan Bot Simulator and Strong AI Player

Supergo ⭐ 207

A student implementation of Alpha Go Zero

Shapley ⭐ 198

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

Aimandshoot ⭐ 192

A neuroevolution game experiment.

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

Mahjongai ⭐ 168

Japanese Riichi Mahjong AI agent. (Feel free to extend this agent or develop your own agent)

Bet On Sibyl ⭐ 157

Machine Learning Model for Sport Predictions (Football, Basketball, Baseball, Hockey, Soccer & Tennis)

Iml Unity ⭐ 151

This is an interactive machine learning framework for Unity3D. It allows developers the ability to use interactive machine learning in running games.

Mjx: A framework for Mahjong AI research

Game Ai ⭐ 140

Game AI for Machine Learning for Hackers #3

LoL (League of Legends) game data analysis / analytics

Falken provides developers with a service that allows them to train AI that can play their games

Snake Ai Reinforcement ⭐ 106

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

Godot Tensorflow Workspace ⭐ 105

Machine learning for Godot Engine

Startcraft_pysc2_minigames ⭐ 104

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

Korea Startups ⭐ 104

🌟 국내 스타트업 목록 및 설명 🌟

Amongkey ⭐ 104

Keyboard controls for Among Us on Apple Silicon Macs

Gym Mupen64plus ⭐ 80

An OpenAI Gym environment wrapper for the Mupen64Plus N64 emulator

Php Chess ⭐ 79

Object-oriented library that allows to create chess apps out-of-the-box.

A Rock-Paper-Scissors game using computer vision and machine learning on Raspberry Pi

Flappy Bird Genetic Algorithms ⭐ 75

Use genetic algorithms to train flappy bird

Keywords ⭐ 71

keywords,搜索关键词，包括各种教程、安全、awesome、c、Linux、运维、数据库、安卓 learning、游戏game、各种开源项目、面试

Leagueoflegends Optimizer ⭐ 70

League of Legends Optimizer - Learn Artificial Intelligence with Gaming

Neural Fictitous Self Play ⭐ 67

Scalable Implementation of Neural Fictitous Self-Play

Markovjs ⭐ 66

Reinforcement Learning in JavaScript

Crispy is a machine-learning algorithm to make video-games montages efficiently. It uses a neural network to detect highlights in the video-game frames

March Madness 2017 ⭐ 61

Kaggle Competition for Predicting NCAA Basketball Tourney Games

Ai Writer_data2doc ⭐ 58

PyTorch Implementation of NBA game summary generator.

Cherry On Py ⭐ 53

Cloud computing is a game changer for developers. What can you do in a couple hundred lines of code?

Tetrisrl ⭐ 52

A Tetris environment to train machine learning agents

Ai_basketball_games_video_editor ⭐ 51

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

Scripts for training an AI to play the endless runner Subway Surfers using a supervised machine learning approach by imitation and a convolutional neural network (CNN) for image classification

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.

Game-Theoretic Adversarial Machine Learning Library

A platform for applying machine learning algorithm to play pixel games

D20datascience ⭐ 35

Data science investigations into the mechanics of the world's greatest role playing game

Q Learning Simple Game ⭐ 34

Checkers Reinforcement Learning ⭐ 34

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

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.

Machine Learning Pong Game in The Browser

Gesture_vidgame ⭐ 29

Gesture-controlled Video Game. Just swing your finger and play the game without touching your PC

Flappy Bird Ai ⭐ 29

Artificial Intelligence based Flappy Bird Game

Rainbrow ⭐ 29

Clone of the Rainbrow iOS game in JavaScript

March Madness 2019 ⭐ 29

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

Machine- and Reinforcement Learning ExtensioN for (game) Engines

Eve Online Bot ⭐ 27

A Bot to play Eve Online leveraging various methods including popular machine learning tools. At this point, its a full blown AI.

Snake Reinforcement Learning ⭐ 27

AI (A2C agent) mastering the game of Snake with TensorFlow 2.0

Avalon Llm ⭐ 26

This repository contains a LLM benchmark for the social deduction game `Resistance Avalon'

Pokerwars.io Starterbot Python ⭐ 25

A starter bot written in python for the pokerwars.io platform. To play: pull this code, register on pokerwars.io, get your API token and play!

Deepcrawl ⭐ 25

Deep reinforcement learning for the development of RogueLike games.

Unrailed Ai ⭐ 25

A bot to play Unrailed!

Deepneuralnet Chess ⭐ 24

Predict the result of a chess game from a position

Pcgml Game Mechanics ⭐ 24

Master thesis: "Using Procedural Content Generation via Machine Learning as a Game Mechanic" with a prototype in Unreal Engine 4.22.

Steam Games Scraper ⭐ 23

Extract information from all games published in Steam thanks to its Web API, and store it in JSON format.

Neural Cars ⭐ 23

Neural Network 2D cars ray collision detection

Pokerwars.io Starterbot Java ⭐ 22

A starter bot written in Java for the pokerwars.io platform. To play: pull this code, register on pokerwars.io, get your API token and play!

Mlbdailyprojections ⭐ 21

Using Machine Learning, Regression Analysis, Sabermetrics, and the Love of the Game to predict daily projections for MLB players

Gym for training an AI to learn Icy Tower through neuroevolution

Supervised End To End Weight Sharing For Starcraft Ii ⭐ 19

StarCraft 2 AI Workshop

Blackjack Basic Strategy ⭐ 19

A computer vision powered Blackjack basic strategy app powered by Roboflow.

Computational Economics ⭐ 18

Algorithmic game theory, recursive macroeconomics, machine learning for econometrics

Modo De Ambar ⭐ 17

A text-based adventure game that uses a neural network to generate audio

Deep_maze ⭐ 16

Deepbeerinventory Rl ⭐ 16

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

Shadowcol ⭐ 16

A python control interface to play games and control your PC using voice commands

19 Questions ⭐ 15

A machine learning / bayesian inference engine assigning attributes to objects

Steeringbehaviors ⭐ 15

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

Bot playing 2048

Evhs Programming Club ⭐ 15

The public GitHub repo for the EVHS Programming Club

Lightweight launcher for Dungeons and Dragons Online

Haxball Chameleon ⭐ 14

Solving Haxball (www.haxball.com) using Imitation Learning methods.

Machine Learning Blackjack Solution ⭐ 14

Finding an optimal Blackjack strategy using AI

Snake.ai ⭐ 14

Multiplayer snake AI

Game Playing With Machine Learning ⭐ 13

Game Playing with various AI and Machine Learning techniques

Flex Ml Agents ⭐ 13

FleX ML Agents Simulation Environment - Forked from ml-agents

Pokerwars.io Starterbot Javascript ⭐ 13

A starter bot written in javascript for the pokerwars.io platform. To play: pull this code, register on pokerwars.io, get your API token and play!

Gnomansland ⭐ 13

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

Stepcovnet ⭐ 13

Deep Learning to Create StepMania SM FIles

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.

Snake Reinforcement Dnn ⭐ 12

Developing a deep neural network to play a snake game

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