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sweetice / Deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

policy-gradient PyTorch actor-critic-algorithm alphago deep-reinforcement-learning a2c dqn sarsa ppo a3c resnet 算法深度学习 reinforce actor-critic sac td3

Python

4249

875

2 年前

suragnair / alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

Tensorflow PyTorch Keras gobang alpha-zero alphago-zero alphago reinforcement-learning self-play mcts monte-carlo-tree-search 深度学习 alphazero 神经网络

Jupyter Notebook

4105

1085

4 个月前

junxiaosong / AlphaZero_Gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

alphazero mcts alphago-zero gobang monte-carlo-tree-search alphago reinforcement-learning rl board-game self-learning PyTorch Tensorflow

Python

3459

985

1 年前

werner-duvaud / muzero-general

MuZero

muzero reinforcement-learning alphazero PyTorch Python self-learning monte-carlo-tree-search 深度学习 deep-reinforcement-learning 神经网络 rl tensorboard gym mcts alphago 机器学习

Python

2616

639

8 个月前

maxpumperla / deep_learning_and_the_game_of_go

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

深度学习 neural-networks 机器学习数据科学 Python games alphago alphago-zero

Python

1012

398

9 个月前

maxpumperla / betago

BetaGo: AlphaGo for the masses, live on GitHub.

alphago deep-networks 神经网络 game Bot

Python

686

164

4 年前

bupticybee / icyChessZero

中国象棋alpha zero程序

alphago-zero alphago chinese-chess reinforcement-learning chinese

Jupyter Notebook

399

6 年前

dylandjian / SuperGo

A student implementation of Alpha Go Zero

alphago-zero alphago reinforcement-learning PyTorch mcts Python 机器学习

Python

280

7 年前

QueensGambit / CrazyAra

A Deep Learning UCI-Chess Variant Engine written in C++ & Python 🦜

Python chess-engine 深度学习人工智能 convolutional-neural-network mcts alphazero mxnet gluon Open Source 机器学习 lichess alphago

Jupyter Notebook

263

24 天前

HardcoreJosh / JoshieGo

A Go playing program implemented in Tensorflow roughly according to the architecture of AlphaGo. Current strength is 3~4 amateur dan.

alphago Tensorflow

Python

215

6 年前

initial-h / AlphaZero_Gomoku_MPI

An asynchronous/parallel method of AlphaGo Zero algorithm with Gomoku

alphazero parallel Tensorflow alphago mcts tensorlayer tree-search 算法 deep-reinforcement-learning

Python

203

2 个月前

yenw / computer-go-dataset

datasets for computer go

Go alphago alphazero muzero

C++

152

10 个月前

michaelnny / alpha_zero

A PyTorch implementation of DeepMind's AlphaZero agent to play Go and Gomoku board games

alphago-zero alphazero alphago Go reinforcement-learning

Python

123

6 个月前

YoujiaZhang / AlphaGo-Zero-Gobang

Meta-Zeta是一个基于强化学习的五子棋(Gobang)模型，主要用以了解AlphaGo Zero的运行原理的Demo，即神经网络是如何指导MCTS做出决策的，以及如何自我对弈学习。源码+教程

gobang GUI mcts 深度学习 residual-networks alphazero alphago Tensorflow 人工智能

Python

2 年前

CGLemon / Sayuri

AlphaZero based engine for the game of Go (圍棋/围棋).

mcts alphago 深度学习 sayuri alphazero

C++

2 天前

Urinx / ReinforcementLearning

Reinforcing Your Learning of Reinforcement Learning

reinforcement-learning alphago-zero mcts q-learning policy-gradient doom tic-tac-toe space-invaders ppo advantage-actor-critic dqn alphago ddpg

Python

6 年前

cgreer / alpha-zero-boosted

A "build to learn" Alpha Zero implementation using Gradient Boosted Decision Trees (LightGBM)

alphazero lightgbm Python alphago gradient-boosted-trees xgboost gbdt

Python

1 个月前

BlinkDL / BlinkDL

A minimalist deep learning library in Javascript using WebGL + asm.js. Run convolutional neural network in your browser.

深度学习深度神经网络神经网络 neural-networks alphago

JavaScript

7 年前

Terkwood / BUGOUT

AI-driven, Multiplayer Go/Weiqi/Baduk for the web 🐛🤖🦀♟

board-game multiplayer-game distributed-systems 微服务 Redis alphago alphazero 人工智能 multiplayer Rust

Rust

2 年前

tejank10 / AlphaGo.jl

AlphaGo Zero implementation using Flux.jl

alphago flux Julia 语言 Go reinforcement-learning alpha-zero

Julia

5 年前