27 results found Sort:

suragnair
alpha-zero-general suragnair
1.0k
3.7k
mit
112
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 about a month ago
junxiaosong
AlphaZero_Gomoku junxiaosong
960
3.2k
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 2 months ago
werner-duvaud
muzero-general werner-duvaud
600
2.4k
mit
75
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
opendilab
LightZero opendilab
89
939
apache-2.0
11
[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios
gym mcts atari gomoku muzero pytorch alphazero self-play tictactoe board-game board-games efficientzero gumbel-muzero mcts-algorithm sampled-muzero stochastic-muzero alpha-beta-pruning continuous-control reinforcement-learning monte-carlo-tree-search
Created 2022-10-08
148 commits to main branch, last one a day ago
s-casci
tinyzero s-casci
14
398
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 5 months ago
hrpan
tetris_mcts hrpan
34
338
unknown
13
MCTS project for Tetris
game mcts tetris tetris-bots deep-learning reinforcement-learning
Created 2018-02-20
420 commits to master branch, last one 3 years ago
DataCanvasIO
Hypernets DataCanvasIO
40
260
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
1,333 commits to master branch, last one 6 days ago
QueensGambit
CrazyAra QueensGambit
42
231
gpl-3.0
19
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
1,519 commits to master branch, last one about a month ago
sungyubkim
Deep_RL_with_pytorch sungyubkim
44
200
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
vgarciasc
mcts-viz vgarciasc
11
167
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 2 years ago
kaesve
muzero kaesve
23
147
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
akolishchak
doom-net-pytorch akolishchak
20
131
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
manyoso
allie manyoso
21
104
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
zjeffer
chess-deep-rl zjeffer
8
78
unknown
7
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
132 commits to main branch, last one about a month ago
lowrollr
turbozero lowrollr
5
72
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 3 months ago
kobanium
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
350 commits to master branch, last one 3 months ago
YoujiaZhang
AlphaGo-Zero-Gobang YoujiaZhang
8
67
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
CGLemon
Sayuri CGLemon
7
65
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
828 commits to master branch, last one 7 days ago
masouduut94
MCTS-agent-python masouduut94
9
61
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 3 months ago
gorisanson
quoridor-ai gorisanson
8
59
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 about a month ago
rlglab
minizero rlglab
9
55
unknown
5
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
417 commits to main branch, last one 8 days ago
kobanium
TamaGo kobanium
11
52
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 3 months ago
CGLemon
pyDLGO CGLemon
8
51
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
130 commits to master branch, last one 5 months ago
coreylowman
synthesis coreylowman
5
41
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 about a year ago
PuYuuu
vehicle-interaction-decision-making PuYuuu
18
40
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
48 commits to main branch, last one about a month ago
hr0nix
omega hr0nix
4
36
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 about a year ago
TianHongZXY
CoRe TianHongZXY
5
32
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 6 months ago