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mcts-implementations

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michaelbzms /MonteCarloTreeSearch

A fast C++ impementation of Monte Carlo Tree Search with abstract classes that a user of this library can extend in order to use it. To demonstrate it I apply it to the game of Quoridor.

mcts quoridor mcts-implementations

UpdatedSep 8, 2021
C++

oriyanh /Bridge-AI

In this project we try to create a sophisticated computer agent to play the Contact Bridge card game. Our goal is to develop an agent that is tough to play against, with fast reaction time so it is able to play in real time against humans. We approached this as a search problem, and implemented search-tree heuristics based on Minimax and Monte C…

ai mcts bridge-game alpha-beta-pruning minmax-algorithm minmax mcts-implementations mcts-algorithm

UpdatedAug 22, 2020
Python

polyxss /bxss

Companion repository of the "Dancer in the Dark" paper.

mcts mcts-implementations mcts-algorithm blindxss

UpdatedJul 13, 2024
TypeScript

trtsl /recon_mcts

Recombining and concurrent Monte Carlo tree search

monte-carlo-tree-search mcts-implementations

UpdatedJan 14, 2021
Rust

praveenkulkarni1996 /taktics

A solver for the game of Tak as described in Patrick Rothfuss's Kingkiller Chronicles.

game bot board-game solver tak mcts alpha-beta-pruning mcts-implementations

UpdatedMar 3, 2018
Python

Wowol /Connect4-AI

AI for the Connect 4 game

machine-learning ai artificial-intelligence mcts minimax monte-carlo-tree-search connect4 artificial-intelligence-algorithms cutoff mcts-implementations mcts-algorithm

UpdatedMay 26, 2019
Python

elkasimi /zuniq-ai

This is my entry winning CodeCup competition 2021 with the game Zuniq

ai neural-network cpp competitive-programming boardgame rave mcts-implementations alphazero

UpdatedFeb 16, 2021
C++

novoselov-ab /ai-zero

Implementation of an AlphaGo Zero paper in one C++ header file without any dependencies

machine-learning deep-neural-networks reinforcement-learning deep-learning cpp mcts convolutional-neural-networks alphago mnist-nn alphago-zero mcts-implementations self-play

UpdatedApr 18, 2018
C++

kuailehaha /liuzhou

六洲棋AI，使用AlphaZero风格的深度强化学习

deep-reinforcement-learning chess-ai mcts-implementations

UpdatedFeb 7, 2026
Python

AmEr-Tinsley /Checker-Machine-Learning

machine-learning sqlite-database python3 pygame-application artificial-intelligence-algorithms checkers-game mcts-implementations

UpdatedJun 12, 2020
Python

samwalls /fullmonte

the full monte - a generic MCTS library for game AIs with (planned) concurrency and network support

golang monte-carlo concurrency workers mcts monte-carlo-tree-search mcts-implementations

UpdatedDec 20, 2018
Go

marcocolangelo /Computational-Intelligence

The content of this repository will be inherent to the Computational Intelligence course at Polytechnic University of Turin academic year 2023/2024

reinforcement-learning genetic-algorithm evolutionary-algorithms monte-carlo-tree-search evolutionary-strategy intelligence-analysis mcts-implementations episodic-memory q-learning-algorithm steady-state-analysis path-search-algorithm

UpdatedJan 30, 2024
Jupyter Notebook

Koehnc /MCTS-Checkers

Simple implementation of MCTS in checkers

machine-learning monte-carlo artificial-intelligence mcts monte-carlo-simulation checkers monte-carlo-tree-search checkers-reinforcement-learning checkers-game mcts-implementations checkersgame checkers-mcts

UpdatedFeb 18, 2020
Python

xtagon /mcts

Monte Carlo tree search (MCTS) for Elixir.

elixir ai graph-algorithms mcts elixir-lang tree-search elixir-library monte-carlo-tree-search game-ai mcts-implementations mcts-algorithm elixir-lib

UpdatedFeb 14, 2021
Elixir

FaydSpeare /Checkers

Strong Aritifical Intelligence for Checkers created using Upper Confidence Tree algorithm with GUI.

bitboards uct checkers upper-confidence-bounds checkers-game mcts-implementations

UpdatedFeb 11, 2019
Java

andylin-hao /MCTSConnect-4

A connect-4 gaming AI based on Monte Carlo Tree Search

game ai csharp cpp mcts connect4 mcts-implementations

UpdatedMay 8, 2019
C#

sehugg /JGameAI

MCTS/minimax turn-based game AI for Java

java ai game-development mcts minimax game-ai mcts-implementations

UpdatedJul 27, 2025
Java

nGQD /Route-Optimization

Sentiment Analysis & Monte Carlo Tree Search with Nested Rollout Policy Adaptation for Business

nlp ai sentiment-analysis optimization ml mcts decision-trees google-maps-api map-visualization sentiment-polarity route-planner route-optimization mcts-implementations mcts-algorithm time-complexity-analysis time-complexity-comparison

UpdatedJun 3, 2024
Python

Loic-Smetryns /simple-mcts

Implementation of Monte Carlo Tree Search (MCTS) algorithm in Rust

rust library algorithm ai artificial-intelligence crate mcts crates-io tree-search configurable game-ai artificial-intelligence-algorithms mcts-implementations mcts-algorithm

UpdatedOct 2, 2025
Rust

BaptisteHudyma /MonteCarloTreeSearch

Work in Progress. Implementation of the Monte Carlo Tree Search, a decision making algorithm.

decision-making mcts mcts-implementations

UpdatedMay 24, 2021
C++

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