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The Top 23 Monte Carlo Tree Search Open Source Projects

Open source projects categorized as Monte Carlo Tree Search
Categories > Monte Carlo Tree Search
Alpha Zero General ⭐ 3,497
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
most recent commit 5 months ago
Alphazero_gomoku ⭐ 2,427
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
most recent commit 3 years ago
Muzero General ⭐ 2,203
MuZero
most recent commit 8 months ago
Mctx ⭐ 2,201
Monte Carlo tree search in JAX
dependent packages 1total releases 4most recent commit 3 months agopypi mctx} Downloads
Lightzero ⭐ 767
[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios
total releases 2most recent commit 3 months ago
Awesome Monte Carlo Tree Search Papers ⭐ 537
A curated list of Monte Carlo tree search papers with implementations.
most recent commit 10 months ago
Aizynthfinder ⭐ 504
A tool for retrosynthetic planning
total releases 3most recent commit 3 months ago
Hypernets ⭐ 256
A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.
dependent packages 8total releases 18most recent commit 3 months agopypi hypernets} Downloads
Hearthstone Ai ⭐ 202
A Hearthstone AI based on Monte Carlo tree search and neural nets written in modern C++.
most recent commit 6 years ago
Llm Verified With Monte Carlo Tree Search ⭐ 143
LLM verified with Monte Carlo Tree Search
most recent commit 3 months ago
Mcts ⭐ 132
Board game AI implementations using Monte Carlo Tree Search
most recent commit 4 years ago
Animalchess ⭐ 85
Animal Fight Chess Game（斗兽棋） written in rust.
total releases 2most recent commit a year ago
Alpha_sigma ⭐ 72
A pytorch based Gomoku game model. Alpha Zero algorithm based reinforcement Learning and Monte Carlo Tree Search model.
most recent commit 5 years ago
Ray ⭐ 66
Computer go engine using Monte-Carlo Tree Search (MCTS)
most recent commit 3 months ago
Scenemover ⭐ 54
Project of Siggraph Asia 2020 paper: Scene Mover: Automatic Move Planning for Scene Arrangement by Deep Reinforcement Learning
most recent commit 3 years ago
Turbozero ⭐ 53
fast + parallel AlphaZero in JAX
most recent commit 3 months ago
Wu Uct ⭐ 48
A novel parallel UCT algorithm with linear speedup and negligible performance loss.
most recent commit 3 years ago
Mcts Agent Python ⭐ 48
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 profound impact on Artificial Intelligence (AI) approaches for domains that can be represented as trees of sequential decisions, particularly games and planning problems. In this project I used a board game called "HEX" as a platform to test different simulation strategies in MCTS field.
most recent commit 8 months ago
Tamago ⭐ 46
Computer go engine using Monte-Carlo Tree Search written in Python3.
most recent commit 3 months ago
Gameai ⭐ 35
Various C# implementations of game AI
most recent commit 4 years ago
Alphago Zero Tictactoe Js ⭐ 34
A game framework based on AlphaZero/TensorFlow.js runs in browser to demonstrate tic-tac-toe AI game. Use a pre-trained model or train from scratch. Ported from suragnair/alpha-zero-general (Python)
most recent commit 2 years ago
Connect4 ⭐ 32
Monte Carlo Tree Search Based AI Connect 4 Bot
most recent commit 5 years ago
Quoridor Ai ⭐ 32
Quoridor AI based on Monte Carlo tree search
most recent commit a year ago
The 2 Most Depended On Monte Carlo Tree Search Open Source Projects
Mctx ⭐ 2,201
Monte Carlo tree search in JAX
dependent packages 1total releases 4latest release November 24, 2023most recent commit 3 months agopypi mctx} Downloads
The 9 Latest Releases In Monte Carlo Tree Search Open Source Projects
Aizynthfinder ⭐ 504
A tool for retrosynthetic planning
total releases 3latest release December 05, 2023most recent commit 3 months ago
Mctx ⭐ 2,201
Monte Carlo tree search in JAX
dependent packages 1total releases 4latest release November 24, 2023most recent commit 3 months agopypi mctx} Downloads
Adviser ⭐ 31
The recommendation engine for Python software stacks and Dependency Monkey in project Thoth.
total releases 41latest release September 21, 2022most recent commit a year ago
Pypolo ⭐ 28
A Python library for Robotic Information Gathering
total releases 3latest release July 11, 2022most recent commit 6 months ago
Oxymcts ⭐ 5
Mcts library written in rust, for rust.
total releases 1latest release September 04, 2020most recent commit a year ago
Animalchess ⭐ 85
Animal Fight Chess Game（斗兽棋） written in rust.
total releases 2latest release June 07, 2020most recent commit a year ago
Strategist ⭐ 28
Algorithms for building strong immutable AIs for round-based games.
total releases 1latest release June 13, 2016most recent commit 4 years ago
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