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.

Language: C++ - Size: 114 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 13 - Forks: 3

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 Carlo Tree Search. Implemented as a final project for the "Introduction to Aritifical Intelligence" course of the Hebrew University of Jerusalem.

Language: Python - Size: 4.69 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 3

praveenkulkarni1996/taktics

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

Language: Python - Size: 718 KB - Last synced at: 9 months ago - Pushed at: about 7 years ago - Stars: 7 - Forks: 1

polyxss/bxss

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

Language: TypeScript - Size: 123 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 5 - Forks: 1

novoselov-ab/ai-zero

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

Language: C++ - Size: 11.5 MB - Last synced at: 8 days ago - Pushed at: about 7 years ago - Stars: 5 - Forks: 5

elkasimi/zuniq-ai

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

Language: C++ - Size: 260 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 4 - Forks: 0

AmEr-Tinsley/Checker-Machine-Learning

Language: Python - Size: 39.2 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 3

samwalls/fullmonte

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

Language: Go - Size: 28.3 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 1

saadsalmanakram/MCTS

Monte Carlo Tree Search

Size: 56.9 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 2 - Forks: 0

xtagon/mcts

Monte Carlo tree search (MCTS) for Elixir.

Language: Elixir - Size: 36.1 KB - Last synced at: 10 days ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

andylin-hao/MCTSConnect-4

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

Language: C# - Size: 5.11 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 0

nGQD/Route-Optimization

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

Language: Python - Size: 4.97 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

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

Language: Jupyter Notebook - Size: 7.65 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

shehanrathnayake/implementation-of-monte-carlo-tree-search-algorithm-for-connect-4-game

In this project, my primary goal was to implement an AI player class powered by the Monte Carlo Tress Search algorithm which can play for a win as well as defend a defeat to compete with a Human player.

Language: Java - Size: 280 KB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Near-ring/GameOfAmazonsAI

AI implementation using monte carlo tree search (MCTS) for the Game of Amazons

Language: C++ - Size: 47.9 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

lintopher0315/GoZero-MCTS

An RL bot based off of Monte Carlo Tree Search for the Go board game, from scratch

Language: Python - Size: 194 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

FaydSpeare/Checkers

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

Language: Java - Size: 67.1 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

sehugg/JGameAI

MCTS/minimax turn-based game AI for Java

Language: Java - Size: 125 KB - Last synced at: about 2 months ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 0

hare1039/Quintuple-Go 📦

An AI of hexagon gobang, using mcts

Language: C++ - Size: 1010 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 0

Raphaelmos/breakthroughf

Playable breakthrough with conditions and AI enemy

Language: C++ - Size: 3.36 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

thomasmarsh/mcts

Monte Carlo Tree Search

Language: Rust - Size: 359 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

patrikasvanagas/MCTS-Hex-CPP14

A Hex board game with a customizable Monte Carlo Tree Search (MCTS) agent with optional leaf parallelization in C++14. Includes a logging functionality for MCTS insights.

Language: C++ - Size: 1020 KB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

Jamie-Rodriguez/jaymo-zero

Using reinforcement learning to play games.

Language: Python - Size: 44.9 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

richi3f/pokemon-gourmet

:sandwich: A tool to generate sandwich recipes for Pokémon Scarlet & Pokémon Violet

Language: Python - Size: 449 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Jamie-Rodriguez/tic-tac-clojure

Tic-tac-toe/"noughts & crosses" written in Clojure (CLI + deps). AI powered by Monte Carlo tree search algorithm

Language: Clojure - Size: 96.7 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

madisonmussari/mcts_kds

A Monte Carlo Tree Search Library for users to apply to two-player games.

Language: Python - Size: 79.1 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

BaptisteHudyma/MonteCarloTreeSearch

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

Language: C++ - Size: 63.5 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

tiago-matos-1796/cranes-MCTS

Cranes problem with Monte Carlo Tree Search algorithm

Language: Java - Size: 5.86 KB - Last synced at: 10 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

alasleimi/Monte-Carlo-Tree-search-Domineering

An implementation of Monte Carlo Tree Search for Domineering written for a competition organized by Johannes stöhr.

Language: Java - Size: 13.7 KB - Last synced at: 6 months ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

Koehnc/MCTS-Checkers

Simple implementation of MCTS in checkers

Language: Python - Size: 524 KB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

horrorschau105/reversi-player

Reversi player using Monte Carlo Tree Search

Language: Python - Size: 2.93 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

xenteros/Hearthstone Fork of pjakimow/Heartstone

This repository contains the AI engine for a simplified version of Heartstone game

Language: Java - Size: 122 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

Haydart/MCTS-HearthStone

Monte Carlo Tree Search algorithm applied to a simplified version of Blizzard's Hearthstone. Explores various types of greedy AI agents to learn from and beat down. A part of Reinforcement Learning class at Wrocław University of Science and Technology

Language: Kotlin - Size: 124 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0