monte-carlo-tree-search topic

List monte-carlo-tree-search repositories

Hypernets

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

mctx

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Monte Carlo tree search in JAX

SceneMover

87
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Project of Siggraph Asia 2020 paper: Scene Mover: Automatic Move Planning for Scene Arrangement by Deep Reinforcement Learning

GameAI

74
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Various C# implementations of game AI

WU-UCT

99
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A novel parallel UCT algorithm with linear speedup and negligible performance loss.

mcts-2048

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A Monte Carlo Tree Search AI for the game 2048

UCThello

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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

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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

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Monte Carlo Tree Search Based AI Connect 4 Bot