monte-carlo-tree-search topic
Hypernets
A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.
mctx
Monte Carlo tree search in JAX
SceneMover
Project of Siggraph Asia 2020 paper: Scene Mover: Automatic Move Planning for Scene Arrangement by Deep Reinforcement Learning
GameAI
Various C# implementations of game AI
WU-UCT
A novel parallel UCT algorithm with linear speedup and negligible performance loss.
mcts-2048
A Monte Carlo Tree Search AI for the game 2048
UCThello
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
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
Monte Carlo Tree Search Based AI Connect 4 Bot
LudiiAI
Repo with code for Ludii's built-in AIs.