monte-carlo-tree-search topic

List monte-carlo-tree-search repositories

Hypernets

261
Stars
40
Forks
Watchers

A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.

mctx

2.2k
Stars
171
Forks
24
Watchers

Monte Carlo tree search in JAX

SceneMover

87
Stars
15
Forks
Watchers

Project of Siggraph Asia 2020 paper: Scene Mover: Automatic Move Planning for Scene Arrangement by Deep Reinforcement Learning

GameAI

74
Stars
21
Forks
Watchers

Various C# implementations of game AI

WU-UCT

99
Stars
21
Forks
Watchers

A novel parallel UCT algorithm with linear speedup and negligible performance loss.

mcts-2048

27
Stars
4
Forks
Watchers

A Monte Carlo Tree Search AI for the game 2048

UCThello

26
Stars
2
Forks
Watchers

UCThello - a board game demonstrator (Othello variant) with computer AI using Monte Carlo Tree Search (MCTS) with UCB (Upper Confidence Bounds) applied to trees (UCT in short)

MCTS-agent-python

59
Stars
8
Forks
Watchers

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...

Connect4

37
Stars
18
Forks
Watchers

Monte Carlo Tree Search Based AI Connect 4 Bot