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mcts

Here are 285 public repositories matching this topic...

suragnair / alpha-zero-general

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 Mar 13, 2023
Jupyter Notebook

junxiaosong / AlphaZero_Gomoku

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

board-game lasagne theano reinforcement-learning tensorflow pytorch mcts gomoku rl monte-carlo-tree-search self-learning gobang alphago alphago-zero alphazero

Updated Aug 20, 2022
Python

werner-duvaud / muzero-general

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 Feb 15, 2023
Python

chauvinSimon / My_Bibliography_for_Research_on_Autonomous_Driving

Personal notes about scientific and research works on "Decision-Making for Autonomous Driving"

Updated Dec 15, 2020

hrpan / tetris_mcts

MCTS project for Tetris

game reinforcement-learning deep-learning tetris mcts tetris-bots

Updated Nov 22, 2022
Python

dylandjian / SuperGo

A student implementation of Alpha Go Zero

machine-learning reinforcement-learning python3 pytorch mcts alphago alphago-zero

Updated Aug 1, 2018
Python

DataCanvasIO / Hypernets

A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.

reinforcement-learning keras mcts hyperparameter-optimization evolutionary-algorithms nas monte-carlo-tree-search hyperparameter-tuning automl neural-architecture-search nasnet enas autodl

Updated Mar 15, 2023
Python

CrazyAra

QueensGambit / CrazyAra

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 Mar 9, 2023
Jupyter Notebook

sungyubkim / Deep_RL_with_pytorch

A pytorch tutorial for DRL(Deep Reinforcement Learning)

deep-reinforcement-learning pytorch dqn mcts uct c51 iqn hedge ppo a2c gail counterfactual-regret-minimization qr-dqn random-network-distillation soft-actor-critic self-imitation-learning

Updated May 27, 2021
Jupyter Notebook

thuxugang / doudizhu

AI斗地主

reinforcement-learning ai card-game dqn mcts doudizhu

Updated Jun 13, 2018
Python

initial-h / AlphaZero_Gomoku_MPI

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

kaesve / muzero

A clean implementation of MuZero and AlphaZero following the AlphaZero General framework. Train and Pit both algorithms against each other, and investigate reliability of learned MuZero MDP models.

reinforcement-learning deep-learning tensorflow deep-reinforcement-learning tf2 mcts alphazero tensorflow2 muzero

Updated Mar 28, 2021
Jupyter Notebook

akolishchak / doom-net-pytorch

Reinforcement learning models in ViZDoom environment

agent learning reinforcement-learning pytorch doom behavior-tree mcts vizdoom reinforcement ppo doomnet-track1

Updated Mar 9, 2022
Python

manyoso / allie

Allie: A UCI compliant chess engine

chess-engine chess neural-network mcts deepmind alphabeta alphazero

Updated Apr 8, 2021
C++

vgarciasc / mcts-viz

Visualization of MCTS algorithm applied to Tic-tac-toe.

visualization mcts tictactoe p5js

Updated Aug 25, 2021
JavaScript

Urinx / ReinforcementLearning

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

blanyal / alpha-zero

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 machine-learning reinforcement-learning deep-learning tensorflow tic-tac-toe connect-four reversi mcts othello tictactoe resnet deepmind connect4 alphago-zero alpha-zero alphazero self-play

Updated Apr 14, 2018
Python

kobanium / Ray

Computer go engine using Monte-Carlo Tree Search (MCTS)

go baduk weiqi mcts ray monte-carlo-tree-search

Updated Nov 9, 2022
C++

xtrp / jupiter

A Monte-Carlo based AI to beat 2048

Updated Dec 6, 2022
JavaScript

yangboz / godpaper

🐵 An AI chess-board-game framework(by many programming languages) implementations.

Updated Sep 26, 2022
HTML

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