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集合主题趋势排行榜
#

monte-carlo-tree-search

Website
Wikipedia
https://static.github-zh.com/github_avatars/suragnair?size=40
suragnair / alpha-zero-general

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

TensorflowPyTorchKerasgobangalpha-zeroalphago-zeroalphagoreinforcement-learningself-playmctsmonte-carlo-tree-search深度学习alphazero神经网络
Jupyter Notebook 4.16 k
5 个月前
https://static.github-zh.com/github_avatars/junxiaosong?size=40
junxiaosong / AlphaZero_Gomoku

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

alphazeromctsalphago-zerogobangmonte-carlo-tree-searchalphagoreinforcement-learningrlboard-gameself-learningPyTorchTensorflow
Python 3.49 k
1 年前
https://static.github-zh.com/github_avatars/werner-duvaud?size=40
werner-duvaud / muzero-general

#计算机科学#MuZero

muzeroreinforcement-learningalphazeroPyTorchPythonself-learningmonte-carlo-tree-search深度学习deep-reinforcement-learning神经网络rltensorboardgymmctsalphago机器学习
Python 2.66 k
9 个月前
https://static.github-zh.com/github_avatars/codelion?size=40
codelion / optillm

#大语言模型#Optimizing inference proxy for LLMs

agentagentic-aiagentic-workflowagentsAPIgenailarge-language-models大语言模型llm-inferencellmapimixture-of-expertsmoaopenaiopenai-apioptimizationproxy-serveragentic-frameworkchain-of-thoughtmonte-carlo-tree-searchprompt-engineering
Python 2.52 k
2 天前
https://static.github-zh.com/github_avatars/google-deepmind?size=40
google-deepmind / mctx

Monte Carlo tree search in JAX

jaxreinforcement-learningmonte-carlo-tree-search
Python 2.5 k
2 个月前
https://static.github-zh.com/github_avatars/opendilab?size=40
opendilab / LightZero

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

alphazeroataricontinuous-controlmonte-carlo-tree-searchmuzeroPyTorchreinforcement-learningmctsboard-gamegymself-play
Python 1.39 k
4 天前
https://static.github-zh.com/github_avatars/MolecularAI?size=40
MolecularAI / aizynthfinder

A tool for retrosynthetic planning

monte-carlo-tree-searchneural-networkscheminformatics
Python 676
2 个月前
https://static.github-zh.com/github_avatars/benedekrozemberczki?size=40
benedekrozemberczki / awesome-monte-carlo-tree-search-papers

#学习与技能提升#A curated list of Monte Carlo tree search papers with implementations.

tree-searchlearning机器学习深度学习monte-carlo-tree-searchreinforcement-learningatarirldeep-q-learningq-learningreinforcement-learning-algorithmspolicy-gradient
Python 675
1 年前
https://static.github-zh.com/github_avatars/peter1591?size=40
peter1591 / hearthstone-ai

A Hearthstone AI based on Monte Carlo tree search and neural nets written in modern C++.

hearthstone神经网络monte-carlo-tree-search人工智能
C++ 311
7 年前
https://static.github-zh.com/github_avatars/namin?size=40
namin / llm-verified-with-monte-carlo-tree-search

#大语言模型#LLM verified with Monte Carlo Tree Search

人工智能大语言模型monte-carlo-tree-searchCoqLeansynthesisverification
Jupyter Notebook 276
3 个月前
https://static.github-zh.com/github_avatars/DataCanvasIO?size=40
DataCanvasIO / Hypernets

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

neural-architecture-searchhyperparameter-optimizationhyperparameter-tuningevolutionary-algorithmsmonte-carlo-tree-searchautomlautodlreinforcement-learningmctsnasKeras
Python 265
2 个月前
https://static.github-zh.com/github_avatars/shobrook?size=40
shobrook / saplings

A library of reasoning algorithms for agents

agents人工智能monte-carlo-tree-searchopenaisearch-algorithm大语言模型
Python 252
11 天前
https://static.github-zh.com/github_avatars/jbradberry?size=40
jbradberry / mcts

Board game AI implementations using Monte Carlo Tree Search

monte-carlo-tree-searchboard-game人工智能Python
Python 182
5 年前
https://static.github-zh.com/github_avatars/pandezhao?size=40
pandezhao / alpha_sigma

#计算机科学#A pytorch based Gomoku game model. Alpha Zero algorithm based reinforcement Learning and Monte Carlo Tree Search model.

reinforcement-learning深度学习PyTorchpytorch-rlalphazeromonte-carlo-tree-searchdeep-reinforcement-learning
Python 165
6 年前
https://static.github-zh.com/github_avatars/liuanji?size=40
liuanji / WU-UCT

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

monte-carlo-tree-searchparallel-algorithm
Python 119
4 年前
https://static.github-zh.com/github_avatars/netcan?size=40
netcan / AnimalChess

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

Rust人工智能chessboard-gamemonte-carlo-tree-searchalphazero
Rust 96
2 个月前
https://static.github-zh.com/github_avatars/lowrollr?size=40
lowrollr / turbozero

fast + parallel AlphaZero in JAX

alphazerogpu-accelerationmonte-carlo-tree-searchreinforcement-learningvectorizationmctsjax
Python 96
6 个月前
https://static.github-zh.com/github_avatars/rlglab?size=40
rlglab / minizero

MiniZero: An AlphaZero and MuZero Training Framework

alphazerodeep-reinforcement-learningmctsmuzeromonte-carlo-tree-searchatariGohexreinforcement-learning
C++ 93
4 个月前
https://static.github-zh.com/github_avatars/HanqingWangAI?size=40
HanqingWangAI / SceneMover

Project of Siggraph Asia 2020 paper: Scene Mover: Automatic Move Planning for Scene Arrangement by Deep Reinforcement Learning

reinforcement-learningmonte-carlo-tree-search
Python 92
5 年前
https://static.github-zh.com/github_avatars/zfountas?size=40
zfountas / deep-active-inference-mc

Deep active inference agents using Monte-Carlo methods

机器学习variational-autoencodersvariational-inferencemodel-based-reinforcement-learningdisentangled-representationsmonte-carlo-tree-search
Python 90
4 年前
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