Search Results - RepositoryStats

1.1k

4.0k

mit

113

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

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

Created 2017-12-01

221 commits to master branch, last one 28 days ago

AlphaZero_Gomoku junxiaosong

979

3.4k

mit

102

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

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

Created 2017-12-21

49 commits to master branch, last one 9 months ago

muzero-general werner-duvaud

622

2.6k

mit

74

MuZero

rl gym mcts muzero alphago python3 pytorch alphazero tensorboard deep-learning self-learning model-based-rl muzero-general neural-network machine-learning residual-network reinforcement-learning monte-carlo-tree-search deep-reinforcement-learning

Created 2019-12-27

132 commits to master branch, last one 2 years ago

mctx google-deepmind

194

2.4k

apache-2.0

28

Monte Carlo tree search in JAX

jax reinforcement-learning monte-carlo-tree-search

Created 2022-03-01

53 commits to main branch, last one about a month ago

optillm codelion

155

2.0k

apache-2.0

21

Optimizing inference proxy for LLMs

Created 2024-08-22

438 commits to main branch, last one 21 hours ago

LightZero opendilab

130

1.3k

apache-2.0

11

[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCTS)

Created 2022-10-08

197 commits to main branch, last one 2 days ago

awesome-monte-carlo-tree-search-papers benedekrozemberczki

72

661

cc0-1.0

31

A curated list of Monte Carlo tree search papers with implementations.

rl atari learning q-learning monte-carlo tree-search deep-learning deep-q-learning policy-gradient machine-learning policy-evaluation reinforcement-learning monte-carlo-tree-search machine-learning-algorithms reinforcement-learning-agent reinforcement-learning-algorithms

Created 2019-11-22

112 commits to master branch, last one 10 months ago

aizynthfinder MolecularAI

136

611

mit

28

A tool for retrosynthetic planning

astrazeneca cheminformatics neural-networks chemical-reactions reaction-informatics monte-carlo-tree-search

Created 2020-06-11

146 commits to master branch, last one about a month ago

Hypernets DataCanvasIO

40

265

apache-2.0

18

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

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

Created 2020-06-22

1,334 commits to master branch, last one 6 months ago

llm-verified-with-monte-carlo-tree-search namin

27

262

mit

8

LLM verified with Monte Carlo Tree Search

ai coq llm lean dafny synthesis verification monte-carlo-tree-search

Created 2023-11-11

919 commits to main branch, last one about a month ago

saplings shobrook

10

204

apache-2.0

9

A library of tree search algorithms for AI agents

ai llms agents openai search-algorithm monte-carlo-tree-search

Created 2023-11-17

53 commits to master branch, last one 10 days ago

WU-UCT liuanji

24

115

mit

4

A novel parallel UCT algorithm with linear speedup and negligible performance loss.

parallel-algorithm upper-confidence-bound upper-confidence-trees monte-carlo-tree-search

Created 2019-09-26

60 commits to master branch, last one 3 years ago

AnimalChess netcan

12

94

mit

6

Animal Fight Chess Game（斗兽棋） written in rust.

ai rust chess minmax alphazero board-game alpha-beta-pruning monte-carlo-tree-search

Created 2020-06-03

91 commits to master branch, last one 2 years ago

turbozero lowrollr

7

90

apache-2.0

2

fast + parallel AlphaZero in JAX

jax mcts alphazero vectorization gpu-acceleration reinforcement-learning monte-carlo-tree-search

Created 2023-03-09

632 commits to main branch, last one about a month ago

deep-active-inference-mc zfountas

17

86

gpl-3.0

4

Deep active inference agents using Monte-Carlo methods

dsprites animal-ai active-inference cognitive-science monte-carlo-methods variational-inference cognitive-architectures machine-learning-models monte-carlo-tree-search variational-autoencoders disentangled-representations model-based-reinforcement-learning

Created 2020-06-03

22 commits to master branch, last one 3 years ago

minizero rlglab

20

76

unknown

7

MiniZero: An AlphaZero and MuZero Training Framework

go hex mcts nogo atari gomoku muzero othello alphazero tictactoe killall-go board-games gumbel-muzero gumbel-alphazero outer-open-gomoku reinforcement-learning monte-carlo-tree-search deep-reinforcement-learning

Created 2023-10-16

438 commits to main branch, last one 3 months ago

Ray kobanium

81

73

bsd-2-clause

10

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

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

Created 2016-09-12

359 commits to master branch, last one 4 months ago

quoridor-ai gorisanson

9

68

mit

5

Quoridor AI based on Monte Carlo tree search

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

Created 2019-06-21

208 commits to main branch, last one 8 months ago

MCTS-agent-python masouduut94

9

67

mit

3

Monte Carlo Tree Search (MCTS) is a method for finding optimal decisions in a given domain by taking random samples in the decision space and building a search tree accordingly. It has already had a p...

mcts game-of-hex decision-space sequential-decisions reinforcement-learning monte-carlo-tree-search markov-decision-processes

Created 2019-10-10

29 commits to master branch, last one 10 months ago

TamaGo kobanium

12

61

apache-2.0

4

Computer go engine using Monte-Carlo Tree Search written in Python3.

go mcts baduk weiqi alphago alphagozero alphago-zero deep-learning go-text-protocol gumbel-alphazero reinforcement-learning monte-carlo-tree-search

Created 2023-01-22

178 commits to main branch, last one about a month ago

Single-Player-MCTS FelixOpolka

13

61

mit

4

🌳 Python implementation of single-player Monte-Carlo Tree Search.

machine-learning reinforcement-learning monte-carlo-tree-search deep-reinforcement-learning

Created 2018-11-20

7 commits to master branch, last one 3 years ago

Stochastic-muzero DHDev0

10

60

gpl-3.0

5

Pytorch Implementation of Stochastic MuZero for gym environment. This algorithm is capable of supporting a wide range of action and observation spaces, including both discrete and continuous variation...

rl lstm muzero pytorch resnetv2 transformer arxiv-papers gym-environments machine-learning muzero-stochastic stochastic-muzero multilayer-perceptron monte-carlo-tree-search deep-reinforcement-learning online-reinforcement-learning offline-reinforcement-learning

Created 2023-01-17

26 commits to main branch, last one about a year ago

CoRe TianHongZXY

7

48

unknown

2

[ACL 2023] Solving Math Word Problems via Cooperative Reasoning induced Language Models (LLMs + MCTS + Self-Improvement)

acl gpt nlp bert llms mcts gpt-j gsm8k acl2023 deberta gpt-j-6b reasoning language-model chain-of-thought math-word-problem monte-carlo-tree-search

Created 2023-05-07

7 commits to main branch, last one about a year ago

Parallel-MCTS CyCTW

7

43

gpl-3.0

4

Parallel Monte Carlo Tree Search, see README.md for more detailed usage and information.

openmp pthreads surakarta tree-parallelization monte-carlo-tree-search

Created 2020-10-31

76 commits to master branch, last one 4 years ago

PyPolo Weizhe-Chen

5

40

mit

3

A Python library for Robotic Information Gathering

ros slam robot robotics active-slam path-planning active-sensing active-learning machine-learning active-perception adaptive-sampling gaussian-processes mapping-algorithms autonomous-exploration monte-carlo-tree-search informative-path-planning active-information-gathering robotic-information-gathering decision-making-under-uncertainty

Created 2022-04-09

193 commits to main branch, last one about a year ago

Muzero-unplugged DHDev0

2

27

gpl-3.0

2

Pytorch Implementation of MuZero Unplugged for gym environment. This algorithm is capable of supporting a wide range of action and observation spaces, including both discrete and continuous variations...

rl gym lstm arxiv muzero python3 pytorch resnetv1 resnetv2 transformer arxiv-papers deep-learning neural-network gym-environments machine-learning muzero-unplugged reinforcement-learning monte-carlo-tree-search deep-reinforcement-learning

Created 2023-01-07

44 commits to main branch, last one about a year ago