Search Results - RepositoryStats

Awesome-LLM-Strawberry hijkzzz

287

5.2k

apache-2.0

86

A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 and reasoning techniques.

llm mcts coding openai-o1 strawberry mathematics chain-of-thought reinforcement-learning

Created 2024-09-15

111 commits to main branch, last one 2 days ago

alpha-zero-general suragnair

1.0k

3.9k

mit

111

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

220 commits to master branch, last one 6 months ago

AlphaZero_Gomoku junxiaosong

970

3.3k

mit

101

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 7 months ago

muzero-general werner-duvaud

612

2.5k

mit

73

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

LightZero opendilab

120

1.1k

apache-2.0

13

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

Created 2022-10-08

187 commits to main branch, last one 2 days ago

tinyzero s-casci

17

406

mit

3

Easily train AlphaZero-like agents on any environment you want!

mcts alphazero reinforcement-learning

Created 2023-12-14

47 commits to main branch, last one 10 months ago

tetris_mcts hrpan

34

342

unknown

12

MCTS project for Tetris

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

This repository has been archived (exclude archived)

Created 2018-02-20

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

Hypernets DataCanvasIO

40

266

apache-2.0

19

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 4 months ago

CrazyAra QueensGambit

42

248

gpl-3.0

21

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

mcgs mcts gluon mxnet python alphago lichess alphazero crazyhouse open-source chess-engine python-chess deep-learning machine-learning artificial-intelligence convolutional-neural-network

Created 2018-09-09

1,530 commits to master branch, last one about a month ago

Deep_RL_with_pytorch sungyubkim

46

206

unknown

7

A pytorch tutorial for DRL(Deep Reinforcement Learning)

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

Created 2019-02-04

80 commits to master branch, last one about a year ago

mcts-viz vgarciasc

11

205

unknown

3

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

mcts p5js tictactoe visualization

Created 2020-11-18

11 commits to master branch, last one 3 years ago

muzero kaesve

25

156

mit

8

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.

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

Created 2020-09-12

210 commits to master branch, last one 3 years ago

doom-net-pytorch akolishchak

19

132

mit

8

Reinforcement learning models in ViZDoom environment

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

Created 2017-01-30

103 commits to master branch, last one 2 years ago

allie manyoso

20

105

gpl-3.0

13

Allie: A UCI compliant chess engine

mcts chess deepmind alphabeta alphazero chess-engine neural-network

Created 2019-02-13

340 commits to master branch, last one 3 years ago

chess-deep-rl zjeffer

9

96

gpl-3.0

8

Research project: create a chess engine using Deep Reinforcement Learning

ai mcts chess alphazero chess-engine deep-learning neural-network neural-networks machine-learning reinforcement-learning artificial-intelligence deep-reinforcement-learning

Created 2021-10-25

133 commits to main branch, last one 4 months ago

Sayuri CGLemon

11

89

gpl-3.0

2

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

mcts baduk weiqi sayuri alphago alphazero deeplearning gumbel-alphazero

Created 2021-04-02

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

turbozero lowrollr

7

84

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

625 commits to main branch, last one 8 months ago

vehicle-interaction-decision-making PuYuuu

30

81

mit

1

The decision-making of multiple vehicles at intersection bases on level-k game and MCTS

mcts level-k game-theory

Created 2024-02-07

51 commits to main branch, last one 21 days ago

AlphaGo-Zero-Gobang YoujiaZhang

8

78

mit

2

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

ai gui mcts gobang gomuku alphago alphazero tensorflow deep-learning residual-networks

Created 2021-12-02

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

minizero rlglab

18

72

unknown

6

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

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

Ray kobanium

81

70

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 2 months ago

MCTS-agent-python masouduut94

9

63

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 8 months ago

quoridor-ai gorisanson

8

63

mit

4

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 6 months ago

pyDLGO CGLemon

9

56

mit

2

基於深度學習的 GTP 圍棋（围棋）引擎，KGS 指引文件以及演算法教學。

mcts baduk goban weiqi alphago game-of-go deep-learning

Created 2021-08-10

134 commits to master branch, last one 3 months ago

TamaGo kobanium

11

56

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

152 commits to main branch, last one 7 months ago

synthesis coreylowman

6

43

apache-2.0

3

A rust implementation of AlphaZero algorithm

mcts rust pytorch alphazero base65536 connect4-game deep-learning neural-network machine-learning

Created 2021-05-27

123 commits to main branch, last one 2 years ago

CoRe TianHongZXY

6

42

unknown

1

[ACL 2023] Solving Math Word Problems via Cooperative Reasoning induced Language Models

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 11 months ago

omega hr0nix

4

39

gpl-3.0

5

A number of agents (PPO, MuZero) with a Perceiver-based NN architecture that can be trained to achieve goals in nethack/minihack environments.

jax flax mcts rlax muzero nethack minihack model-based-rl reinforcement-learning model-based-reinforcement-learning

Created 2021-06-17

144 commits to main branch, last one 2 years ago

MonteCarloTreeSearch michaelbzms

6

37

unknown

3

A fast C++ impementation of Monte Carlo Tree Search with abstract classes that a user of this library can extend in order to use it. To demonstrate it I apply it to the game of Quoridor.

mcts quoridor mcts-implementations

Created 2021-07-29

42 commits to main branch, last one 3 years ago

MasterAI-2.0-1vs1-NoLimit masterai-top

9

35

unknown

3

MasterAI is an AI poker dedicated to suport n-play (single- or multi-agent) Texas Hold'em imperfect-informatin games.。MasterAI v2.0是从MasterAI v1.0衍生出来的迭代算法，它在非完全信息游戏中利用了通用的强化学习+搜索，并在一对一无限押注的德州扑克中实现了超人...

Created 2021-09-22

9 commits to main branch, last one 11 hours ago