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The Top 23 Python Monte Carlo Tree Search Open Source Projects

Open source projects categorized as Python Monte Carlo Tree Search
Categories > Monte Carlo Tree Search
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
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 4 months agopypi hypernets} Downloads
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
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
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
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
Wu Uct ⭐ 48
A novel parallel UCT algorithm with linear speedup and negligible performance loss.
most recent commit 3 years ago
Tamago ⭐ 46
Computer go engine using Monte-Carlo Tree Search written in Python3.
most recent commit 4 months ago
Connect4 ⭐ 32
Monte Carlo Tree Search Based AI Connect 4 Bot
most recent commit 5 years ago
Adviser ⭐ 31
The recommendation engine for Python software stacks and Dependency Monkey in project Thoth.
total releases 41most recent commit a year ago
Connect4 ⭐ 29
Solving board games like Connect4 using Deep Reinforcement Learning
most recent commit 2 years ago
Pypolo ⭐ 28
A Python library for Robotic Information Gathering
total releases 3most recent commit 6 months ago
Deep Active Inference Mc ⭐ 28
Deep active inference agents using Monte-Carlo methods
most recent commit 3 years ago
Core ⭐ 27
[ACL 2023] Solving Math Word Problems via Cooperative Reasoning induced Language Models
most recent commit 4 months ago
Pokerrl Omaha ⭐ 26
Omaha Poker functionality+some features for PokerRL Reinforcement Learning card framwork
most recent commit 4 years ago
Minialphago For Reversi ⭐ 24
An AI for Reversi.
most recent commit 2 years ago
Alphastone ⭐ 18
Using self-play, MCTS, and a deep neural network to create a hearthstone ai player
most recent commit 5 years ago
The 5 Latest Releases In Python 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
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
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