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Monte Carlo Tree Search

4 projects

Showing 4 of 4 projects

leela-zero
leela-zeroC++

An open-source Go engine that replicates AlphaGo Zero's architecture, learning solely through self-play without human knowledge.

#game-ai#opencl#deep-learning
Stars5.6k
Forks1.0k
Last commit2 years ago
Mctx
MctxPython

A JAX-native library implementing Monte Carlo tree search algorithms like AlphaZero and MuZero for reinforcement learning research.

#policy-improvement#jax#search-algorithms
Stars2.6k
Forks208
Last commit5 days ago
Awesome Monte Carlo Tree Search
Awesome Monte Carlo Tree SearchPython

A curated collection of Monte Carlo tree search research papers with implementations from top AI conferences.

#game-ai#deep-learning#monte-carlo-tree-search
Stars707
Forks76
Last commit
microRTS
microRTSJava

A simple, deterministic real-time strategy game environment designed for AI and reinforcement learning research.

#deterministic-simulation#monte-carlo-tree-search#ai-competition
Stars353
Forks132
Last commit10 months ago

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5 months ago
#Reinforcement Learning4