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The Top 23 Mcts Open Source Projects

Open source projects categorized as Mcts
Categories > Mcts
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
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
Tinyzero ⭐ 372
Easily train AlphaZero-like agents on any environment you want!
most recent commit 3 months ago
Tetris_mcts ⭐ 309
MCTS project for Tetris
most recent commit 2 years 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
Crazyara ⭐ 217
A Deep Learning UCI-Chess Variant Engine written in C++ & Python 🦜
most recent commit 3 months ago
Supergo ⭐ 207
A student implementation of Alpha Go Zero
most recent commit 6 years ago
My_bibliography_for_research_on_autonomous_driving ⭐ 175
Personal notes about scientific and research works on "Decision-Making for Autonomous Driving"
most recent commit 3 years ago
Deep_rl_with_pytorch ⭐ 174
A pytorch tutorial for DRL(Deep Reinforcement Learning)
most recent commit a year ago
Doudizhu ⭐ 132
AI斗地主
most recent commit 6 years ago
Doom Net Pytorch ⭐ 121
Reinforcement learning models in ViZDoom environment
most recent commit 2 years ago
Allie ⭐ 89
Allie: A UCI compliant chess engine
most recent commit 3 years ago
Alphazero_gomoku_mpi ⭐ 86
An asynchronous/parallel method of AlphaGo Zero algorithm with Gomoku
most recent commit 4 years ago
Ray ⭐ 66
Computer go engine using Monte-Carlo Tree Search (MCTS)
most recent commit 3 months ago
Chess Deep Rl ⭐ 58
Research project: create a chess engine using Deep Reinforcement Learning
most recent commit 4 months ago
Sayuri ⭐ 55
AlphaZero based engine for the game of Go (圍棋/围棋).
most recent commit 3 months ago
Turbozero ⭐ 53
fast + parallel AlphaZero in JAX
most recent commit 3 months ago
Reinforcementlearning ⭐ 48
Reinforcing Your Learning of Reinforcement Learning
most recent commit 5 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
Alpha Zero ⭐ 45
AlphaZero implementation for Othello, Connect-Four and Tic-Tac-Toe based on "Mastering the game of Go without human knowledge" and "Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm" by DeepMind.
most recent commit 6 years ago
The 5 Latest Releases In Mcts Open Source Projects
Pytamp ⭐ 16
Python robot's tamp library
total releases 6latest release July 11, 2022most recent commit 5 months ago
Oxymcts ⭐ 5
Mcts library written in rust, for rust.
total releases 1latest release September 04, 2020most recent commit a year ago
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