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mcts-agents

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glide-the /InterpretationoDreams

使用langchain进行任务规划，构建子任务的会话场景资源，通过MCTS任务执行器，来让每个子任务通过在上下文中资源，通过自身反思探索来获取自身对问题的最优答案；这种方式依赖模型的对齐偏好，我们在每种偏好上设计了一个工程框架，来完成自我对不同答案的奖励进行采样策略

task-planning r1 cot mcts-agents deep-research

UpdatedMar 20, 2025
Jupyter Notebook

LoveDuckie /dissertation-ms-pacman-ai

An AI agent developed to play Ms. Pac-Man by adopting a strategy formed by MCTS and a FSM.

ai mcts mcts-visualisation mcts-algorithm ms-pacman mcts-agents

UpdatedJul 17, 2021
C#

williamcorsel /hexai

MiniMax with Alpha-Beta pruning and Monte-Carlo Tree Search implementations for the board game Hex

python hex monte-carlo-tree-search minimax-alpha-beta-pruning mcts-agents

UpdatedJun 8, 2021
Python

NYU-MLDA /ABC-RL

This is work-in-progress (WIP) refactored implementation of "Retreival-guided Reinforcement Learning for Boolean Circuit Minimization" work published in ICLR 2024.

reinforcement-learning deep-learning mcts logic-synthesis electronic-design-automation boolean-optimization electronic-design mcts-agents iclr2024 abc-rl retrieval-guided-rl boolean-circuit-minimization ml-for-logic-synthesis ml-for-chip-design

UpdatedMay 10, 2024
Verilog

RylinnM /MCTS-in-Pacman-Capture-The-Flag-environment

A Monte-Carlo Tree Search mathod that enables two agents interact and work together in the game of Pacman Capture the Flag.

reinforcement-learning pacman-projects mcts-agents

UpdatedSep 19, 2023
Python

vlab-kaist /Neopjuki-v2

Implementation of Puoribor agent

alphago mcts-agents

UpdatedMar 7, 2023
Python

saadsalmanakram /MCTS

Monte Carlo Tree Search

mcts mcts-implementations mcts-algorithm mcts-agents mcts-solver

UpdatedJan 28, 2025

AndreasKaratzas /omniboost-v1

Lightweight, extensible, and fair multi- DNN manager for heterogeneous embedded devices.

deep-neural-networks deep-learning scheduler python3 pytorch embedded-systems performance-prediction workload-automation edge-inference mcts-agents heterogeneous-architectures concurrent-execution throughput-estimation

UpdatedJul 12, 2023
Python

AlexanderHott /coup-mcts

An AI agent for the card game Coup that uses ISMCTS.

ai mcts mcts-agents

UpdatedAug 28, 2023
Python

Near-ring /GameOfAmazonsAI

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

game mcts-implementations mcts-agents

UpdatedOct 13, 2023
C++

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.

cpp14 mcts console-game monte-carlo-tree-search hex-game mcts-visualisation mcts-implementations mcts-algorithm console-game-engine mcts-agents mcts-solver leaf-parallelization mcts-hex

UpdatedJun 5, 2023
C++

Jamie-Rodriguez /jaymo-zero

Using reinforcement learning to play games.

game python games reinforcement-learning ai python3 artificial-intelligence mcts reinforcement-learning-algorithms artificial-neural-networks python-3 monte-carlo-tree-search reinforcement-learning-agent mcts-implementations rl-algorithms reinforcement-learning-environments mcts-algorithm mcts-agents

UpdatedMay 7, 2023
Python

Jamie-Rodriguez /tic-tac-clojure

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

board-game clojure reinforcement-learning functional-programming tic-tac-toe artificial-intelligence bitboards mcts reinforcement-learning-algorithms tictactoe noughts-and-crosses monte-carlo-tree-search artificial-intelligence-algorithms reinforcement-learning-agent mcts-implementations rl-algorithms reinforcement-learning-environments mcts-algorithm clojure-cli mcts-agents

UpdatedAug 19, 2022
Clojure

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