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mcts

Here are 156 public repositories matching this topic...

junxiaosong / AlphaZero_Gomoku

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

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

Updated May 18, 2020
Python

suragnair / alpha-zero-general

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

reinforcement-learning deep-learning chainer tensorflow keras pytorch mcts othello gomoku monte-carlo-tree-search gobang alphago tf alphago-zero alpha-zero alphazero self-play

Updated Sep 7, 2020
Python

werner-duvaud / muzero-general

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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 Sep 7, 2020
Python

hrpan / tetris_mcts

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MCTS project for Tetris

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

Updated Aug 30, 2020
Python

dylandjian / SuperGo

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A student implementation of Alpha Go Zero

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

Updated Aug 1, 2018
Python

chauvinSimon / My_Bibliography_for_Research_on_Autonomous_Driving

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

reinforcement-learning bibliography end-to-end decision-making prediction planning intention mdp mcts game-theory behavioral-cloning interaction risk-assessment imitation-learning inverse-reinforcement-learning pomdp decision-making-under-uncertainty carla model-based-reinforcement-learning belief-planning

Updated Sep 10, 2020

thuxugang / doudizhu

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AI斗地主

reinforcement-learning ai card-game dqn mcts doudizhu

Updated Jun 13, 2018
Python

akolishchak / doom-net-pytorch

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Reinforcement learning models in ViZDoom environment

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

Updated Dec 29, 2019
Python

CrazyAra

QueensGambit / CrazyAra

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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

Updated Sep 10, 2020
Jupyter Notebook

sungyubkim / Deep_RL_with_pytorch

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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 1, 2019
Jupyter Notebook

initial-h / AlphaZero_Gomoku_MPI

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An asynchronous/parallel method of AlphaGo Zero algorithm with Gomoku

Updated Jan 20, 2020
Python

manyoso / allie

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Allie: A UCI compliant chess engine

chess-engine chess neural-network mcts deepmind alphabeta alphazero

Updated Aug 12, 2020
C++

blanyal / alpha-zero

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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

Urinx / ReinforcementLearning

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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

yangboz / godpaper

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

Updated Nov 22, 2019
HTML

DataCanvasIO / Hypernets

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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 Sep 11, 2020
Python

OMerkel / UCThello

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UCThello - a board game demonstrator (Othello variant) with computer AI using Monte Carlo Tree Search (MCTS) with UCB (Upper Confidence Bounds) applied to trees (UCT in short)

game board-game mobile ai simulation mobile-app artificial-intelligence mcts othello mobile-game entertainment ucb uct monte-carlo-tree-search ai-players upper-confidence-bounds abstract-game perfect-information 2-player-strategy-game

Updated Mar 30, 2018
JavaScript

xuetf / AlphaZero_Gobang

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Deep Learning big homework of UCAS

deep-learning pytorch mcts gomoku residual-networks gobang alphazero five-in-a-row

Updated Jan 8, 2019
Python

adepierre / Caffe_AlphaZero

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

caffe reinforcement-learning deep-learning cpp mcts alphago-zero alphazero

Updated Apr 14, 2018
C++

zhangshun97 / AI_Gomocup

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Here are some Python implementations of Gomoku AIs, including MCTS, Minimax and Genetic Alg.

ai genetic-algorithm mcts gomoku minimax

Updated Dec 14, 2018
Python

hayoung-kim / mcts-tic-tac-toe

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Monte Carlo Tree Search for tic tac toe

tic-tac-toe mcts

Updated Jul 24, 2018
Python

CrazyAra-Engine

QueensGambit / CrazyAra-Engine

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CrazyAra - A Deep Learning UCI-Chess Variant Engine written in C++ 🐦

open-source machine-learning chess-engine deep-learning mxnet cpp artificial-intelligence mcts lichess convolutional-neural-network alphago alphazero crazyhouse chess-variants

Updated Oct 8, 2019
C++

Aleum / AlphaGo

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9x9 AlphaGo

go machine-learning reinforcement-learning keras mcts alphago

Updated Jul 27, 2016
Python

ladofa / janggi

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야매장기 - 알파고를 참고한 장기 AI

learning wpf deep mcts alphago janggi

Updated Oct 7, 2019
C#

kekmodel / gym-tictactoe-zero

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Tic Tac Toe with Alpha Zero method - My first work

openai gym mcts tictactoe reinforcement alphago alphago-zero alphazero

Updated Aug 23, 2018
Python

matgrioni / euchre-bot

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An AI for the card game euchre using Monte-Carlo Tree Search.

ai mcts minimax euchre

Updated Jun 16, 2018
Go

xtrp / jupiter

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A Monte-Carlo based AI to beat 2048

Updated Sep 13, 2020
JavaScript

snowfrogdev / macao

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A general purpose game playing A.I. framework based on the Monte Carlo tree search algorithm.

ai artificial-intelligence mcts minimax monte-carlo-tree-search game-ai artificial-intelligence-algorithms general-game-playing

Updated Sep 10, 2020
TypeScript

aijunbai / thompson-sampling

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Thompson Sampling based Monte Carlo Tree Search for MDPs and POMDPs

mdp mcts thompson-sampling pomdps

Updated Jun 20, 2016
C++

gorisanson / quoridor-ai

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Quoridor AI based on Monte Carlo tree search

ai mcts quoridor monte-carlo-tree-search quoridor-game

Updated Jun 25, 2020
JavaScript

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