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Search results for mcts monte carlo tree search

monte-carlo-tree-search x

18 search results found

Alpha Zero General ⭐ 3,497

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

Alphazero_gomoku ⭐ 2,427

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

Muzero General ⭐ 2,203

Lightzero ⭐ 767

[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios

Hypernets ⭐ 256

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

Computer go engine using Monte-Carlo Tree Search (MCTS)

Turbozero ⭐ 53

fast + parallel AlphaZero in JAX

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.

Computer go engine using Monte-Carlo Tree Search written in Python3.

Quoridor Ai ⭐ 32

Quoridor AI based on Monte Carlo tree search

[ACL 2023] Solving Math Word Problems via Cooperative Reasoning induced Language Models

Ucthello ⭐ 25

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)

Minizero ⭐ 16

MiniZero: An AlphaZero and MuZero Training Framework

Mcts library written in rust, for rust.

Fourinarow3d ⭐ 5

3 dimensional Four in a Row game with computer AI using Monte Carlo Tree Search (MCTS) with UCB (Upper Confidence Bounds) applied to trees (UCT in short).

Yapapersoccer ⭐ 5

A single player source code for Ya Paper Soccer - paper soccer for Android.

Oware and Ouril - traditional African Mancala games with computer AI using Monte Carlo Tree Search (MCTS) with UCB (Upper Confidence Bounds) applied to trees (UCT in short)

A general purpose game playing A.I. framework based on the Monte Carlo tree search algorithm.

1-18 of 18 search results

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