suragnair / alpha-zero-general Star 3.7k Code Issues Pull requests Discussions A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more reinforcement-learning deep-learning neural-network tensorflow keras pytorch mcts othello gomoku monte-carlo-tree-search gobang alphago tf alphago-zero alpha-zero alphazero self-play Updated May 16, 2024 Jupyter Notebook
sweetice / Deep-reinforcement-learning-with-pytorch Star 3.7k Code Issues Pull requests PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and .... algorithm deep-learning deep-reinforcement-learning pytorch dqn policy-gradient sarsa resnet a3c reinforce sac alphago actor-critic trpo ppo a2c actor-critic-algorithm td3 Updated Mar 24, 2023 Python
junxiaosong / AlphaZero_Gomoku Star 3.2k Code Issues Pull requests An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row) board-game reinforcement-learning tensorflow pytorch mcts gomoku rl monte-carlo-tree-search self-learning gobang alphago alphago-zero alphazero Updated Apr 24, 2024 Python
werner-duvaud / muzero-general Star 2.4k Code Issues Pull requests MuZero machine-learning reinforcement-learning deep-learning neural-network deep-reinforcement-learning python3 pytorch gym mcts rl tensorboard residual-network monte-carlo-tree-search self-learning alphago model-based-rl alphazero muzero muzero-general Updated Jan 7, 2024 Python
maxpumperla / deep_learning_and_the_game_of_go Sponsor Star 948 Code Issues Pull requests Code and other material for the book "Deep Learning and the Game of Go" python data-science machine-learning games deep-learning neural-networks game-of-go alphago alphago-zero Updated Sep 17, 2022 Python
maxpumperla / betago Sponsor Star 675 Code Issues Pull requests BetaGo: AlphaGo for the masses, live on GitHub. game bot neural-network deep-networks alphago betago Updated Dec 22, 2020 Python
bupticybee / icyChessZero Star 368 Code Issues Pull requests 中?象棋alpha zero程序 reinforcement-learning chinese alphago chinese-chess alphago-zero tensorlfow Updated Jan 2, 2019 Jupyter Notebook
dylandjian / SuperGo Star 276 Code Issues Pull requests A student implementation of Alpha Go Zero machine-learning reinforcement-learning python3 pytorch mcts alphago alphago-zero Updated Aug 1, 2018 Python
QueensGambit / CrazyAra Star 231 Code Issues Pull requests A Deep Learning UCI-Chess Variant Engine written in C++ & Python ?? python open-source machine-learning chess-engine deep-learning mxnet artificial-intelligence mcts gluon lichess convolutional-neural-network alphago python-chess alphazero crazyhouse mcgs Updated May 7, 2024 Jupyter Notebook
HardcoreJosh / JoshieGo Star 218 Code Issues Pull requests A Go playing program implemented in Tensorflow roughly according to the architecture of AlphaGo. Current strength is 3~4 amateur dan. tensorflow alphago Updated Mar 18, 2019 Python
initial-h / AlphaZero_Gomoku_MPI Star 179 Code Issues Pull requests An asynchronous/parallel method of AlphaGo Zero algorithm with Gomoku algorithm tensorflow parallel deep-reinforcement-learning mcts gomoku tree-search tensorlayer alphago mpi4py dirichlet-distribution alphazero alphazero-gomoku Updated Jan 20, 2020 Python
yenw / computer-go-dataset Star 144 Code Issues Pull requests datasets for computer go go sgf alphago computer-go tygem computer-go-dataset fineart alphazero minigo phoenixgo leelazero muzero golaxy elf-opengo Updated May 22, 2024 C++
Urinx / ReinforcementLearning Star 84 Code Issues Pull requests Reinforcing Your Learning of Reinforcement Learning reinforcement-learning tic-tac-toe space-invaders q-learning doom dqn mcts policy-gradient cartpole gomoku ddpg atari-2600 alphago frozenlake ppo advantage-actor-critic alphago-zero Updated Jul 14, 2019 Python
BlinkDL / BlinkDL Star 82 Code Issues Pull requests A minimalist deep learning library in Javascript using WebGL + asm.js. Run convolutional neural network in your browser. deep-neural-networks deep-learning neural-network neural-networks deeplearning alphago Updated Nov 21, 2017 JavaScript
cgreer / alpha-zero-boosted Star 81 Code Issues Pull requests Discussions A "build to learn" Alpha Zero implementation using Gradient Boosted Decision Trees (LightGBM) python xgboost gbdt lightgbm alphago alphazero gradient-boosted-trees Updated Jul 20, 2020 Python
Terkwood / BUGOUT Star 74 Code Issues Pull requests AI-driven, Multiplayer Go/Weiqi/Baduk for the web ??????? rust redis board-game distributed-systems microservices multiplayer baduk weiqi igo goban artificial-intelligence boardgame multiplayer-game go-game alphago alphazero redis-streams distributed-monolith katago Updated Jan 20, 2023 Rust
tejank10 / AlphaGo.jl Star 72 Code Issues Pull requests AlphaGo Zero implementation using Flux.jl go flux reinforcement-learning julia alphago alpha-zero Updated Jul 3, 2020 Julia
YoujiaZhang / AlphaGo-Zero-Gobang Star 65 Code Issues Pull requests Meta-Zeta是一?基于强化??的五子棋(Gobang)模型,主要用以了解AlphaGo Zero的?行原理的Demo,?神???是如何指?MCTS做出?策的,以及如何自我????。源?+?程 gui ai deep-learning tensorflow mcts residual-networks gobang alphago alphazero gomuku Updated Dec 7, 2022 Python
GuoYi0 / alphaFive Star 65 Code Issues Pull requests alphaGo版本的五子棋(gobang, gomoku) reinforcement-learning tensorflow gomoku gobang alphago alphago-zero alphazero Updated Mar 17, 2020 Python
CGLemon / Sayuri Star 63 Code Issues Pull requests AlphaZero based engine for the game of Go (圍棋/?棋). baduk weiqi mcts deeplearning alphago alphazero gumbel-alphazero sayuri Updated May 27, 2024 C++