Projects in Awesome Lists tagged with mcts-algorithm
A curated list of projects in awesome lists tagged with mcts-algorithm .
https://github.com/opendilab/lightzero
[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCTS)
alpha-beta-pruning alphazero atari board-game board-games continuous-control efficientzero gomoku gumbel-muzero gym mcts mcts-algorithm monte-carlo-tree-search muzero pytorch reinforcement-learning sampled-muzero self-play stochastic-muzero tictactoe
Last synced: 14 May 2025
https://github.com/Thinklab-SJTU/ML4TSPBench
Official implementation of ICLR 2025 paper: "Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search".
combinatorial-optimization diffusion-models machine-learning mcts-algorithm tsp-problem
Last synced: 11 Jun 2025
https://github.com/thinklab-sjtu/ml4tspbench
Official implementation of ICLR 2025 paper: "Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search".
combinatorial-optimization diffusion-models machine-learning mcts-algorithm tsp-problem
Last synced: 05 Sep 2025
https://github.com/thomasahle/mcts-2048
A Monte Carlo Tree Search AI for the game 2048
2048 2048-game ai bitboards mcts-algorithm monte-carlo-tree-search
Last synced: 25 Mar 2025
https://github.com/denselance/mcts-simple
mcts-simple is a Python3 library that allows reinforcement learning problems to be solved easily with its implementations of Monte Carlo Tree Search.
game mcts mcts-algorithm python reinforcement-learning
Last synced: 10 Jun 2025
https://github.com/piperliu/five-in-a-row-ai
♟️ Deploy a AI five-in-a-row game. Including front-end, back-end & deep RL code. 基于 vue3 与 flask 部署的强化学习五子棋 AlphaGo 实践。
mcts mcts-algorithm python reinfrocement-learning vue
Last synced: 22 Sep 2025
https://github.com/butanium/monte-carlo-tree-search-tsp
Monte Carlo tree search for the travelling salesman problem
heuristic mcts-algorithm monte-carlo-tree-search ocaml travelling-salesman-problem tsp
Last synced: 14 Apr 2025
https://github.com/hoangtran0410/reversi-mcts
Reversi (Othello) AI game in C#. Using Monte Carlo Tree Search algorithm AND BTMM algorithm.
bitboard board-game csharp machine-learning mcts mcts-algorithm monte-carlo-tree-search othello-ai othello-game reversi-game ucb1
Last synced: 27 Mar 2025
https://github.com/indiecodermm/tictactoe-mcts
Tictactoe engine using Monte Carlo Tree Search
mcts-algorithm monte-carlo ruby tictactoe
Last synced: 14 Mar 2025
https://github.com/quentin18/mcts-cpp
Monte Carlo Tree Search in C++
cmake connect-four cpp mcts-algorithm tictactoe ultimate-tic-tac-toe
Last synced: 15 May 2025
https://github.com/saadsalmanakram/mcts
Monte Carlo Tree Search
mcts mcts-agents mcts-algorithm mcts-implementations mcts-solver
Last synced: 08 Apr 2025
https://github.com/nrjsbudhe/mendikot-ai-toolkit
AI-agent based game player | Reinforcement Learning | Monte Carlo Tree Search
artificial-intelligence mcts-algorithm reinforcement-learning
Last synced: 11 Mar 2025
https://github.com/roberthue/mcts-connectfour
Implementation of an AI in the game Connect-Four using Monte Carlo Tree Search (MCTS) and QT.
ai cpp game-connectfour mcts-algorithm mcts-connectfour
Last synced: 22 Mar 2025
https://github.com/manohara-ai/project_mahoraga
Advancing game performance through advanced AI algorithms and reinforcement learning for unmatched efficiency and adaptability.
algorithms alphazero flask flask-application mcts mcts-algorithm reinforcement-learning tictactoe-game
Last synced: 28 Jul 2025
https://github.com/fra98/connect-4
Simple Connect-4 AI player based on MCTS and MiniMax algorithms
mcts-algorithm minimax-algorithm python
Last synced: 17 Aug 2025
https://github.com/mericluc/mcts-tic-tac-toe
MCTS application : Tic Tac Toe
cpp mcts mcts-algorithm tic-tac-toe
Last synced: 04 Apr 2025
https://github.com/mericluc/mcts
Yet Another "Monte-Carlo Tree Search" implementation
Last synced: 01 Aug 2025
https://github.com/broderick-westrope/dsa-hex-game
A fast-paced turn-based game with several advanced algorithms to verse.
a-star-algorithm algorithms astar-algorithm cpp data-structures-and-algorithms hex hex-game mcts-algorithm minimax-algorithm
Last synced: 18 Mar 2025
https://github.com/mikulej/pokertexasholdem
University Project written in C++ and OpenGL using GLFW and GLAD, with MCTS based AI. One-to-one Texas Hold'em game.
Last synced: 21 Feb 2025
https://github.com/amaurycannesson/connect-four-ai
Play Connect Four against MiniMax and MCTS AIs
alpha-beta-pruning connect-four fastapi htmx mcts-algorithm minimax-algorithm
Last synced: 23 Feb 2025
https://github.com/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.
console-game console-game-engine cpp14 hex-game leaf-parallelization mcts mcts-agents mcts-algorithm mcts-hex mcts-implementations mcts-solver mcts-visualisation monte-carlo-tree-search
Last synced: 13 Mar 2025
https://github.com/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.
connect4-ai-game connect4-game java mcts mcts-algorithm mcts-implementations
Last synced: 17 Feb 2025
