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A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
Created
2017-12-01
220 commits to master branch, last one about a month ago
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
Created
2017-12-21
49 commits to master branch, last one 2 months ago
MuZero
Created
2019-12-27
132 commits to master branch, last one 2 years ago
Monte Carlo tree search in JAX
Created
2022-03-01
50 commits to main branch, last one 16 days ago
[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios
Created
2022-10-08
148 commits to main branch, last one a day ago
A curated list of Monte Carlo tree search papers with implementations.
Created
2019-11-22
112 commits to master branch, last one 3 months ago
A tool for retrosynthetic planning
Created
2020-06-11
136 commits to master branch, last one 25 days ago
A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.
Created
2020-06-22
1,333 commits to master branch, last one 6 days ago
LLM verified with Monte Carlo Tree Search
Created
2023-11-11
815 commits to main branch, last one a day ago
A novel parallel UCT algorithm with linear speedup and negligible performance loss.
Created
2019-09-26
60 commits to master branch, last one 3 years ago
Animal Fight Chess Game(斗兽棋) written in rust.
Created
2020-06-03
91 commits to master branch, last one about a year ago
Deep active inference agents using Monte-Carlo methods
Created
2020-06-03
22 commits to master branch, last one 2 years ago
fast + parallel AlphaZero in JAX
Created
2023-03-09
625 commits to main branch, last one 3 months ago
Computer go engine using Monte-Carlo Tree Search (MCTS)
Created
2016-09-12
350 commits to master branch, last one 3 months ago
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 p...
Created
2019-10-10
29 commits to master branch, last one 3 months ago
Quoridor AI based on Monte Carlo tree search
Created
2019-06-21
208 commits to main branch, last one about a month ago
MiniZero: An AlphaZero and MuZero Training Framework
Created
2023-10-16
417 commits to main branch, last one 7 days ago
🌳 Python implementation of single-player Monte-Carlo Tree Search.
Created
2018-11-20
7 commits to master branch, last one 3 years ago
Computer go engine using Monte-Carlo Tree Search written in Python3.
Created
2023-01-22
152 commits to main branch, last one 3 months ago
Pytorch Implementation of Stochastic MuZero for gym environment. This algorithm is capable of supporting a wide range of action and observation spaces, including both discrete and continuous variation...
Created
2023-01-17
26 commits to main branch, last one about a year ago
A Python library for Robotic Information Gathering
ros
slam
robot
robotics
active-slam
path-planning
active-sensing
active-learning
machine-learning
active-perception
adaptive-sampling
gaussian-processes
mapping-algorithms
autonomous-exploration
monte-carlo-tree-search
informative-path-planning
active-information-gathering
robotic-information-gathering
decision-making-under-uncertainty
Created
2022-04-09
193 commits to main branch, last one 8 months ago
[ACL 2023] Solving Math Word Problems via Cooperative Reasoning induced Language Models
Created
2023-05-07
7 commits to main branch, last one 6 months ago