monte-carlo-tree-search topic

List monte-carlo-tree-search repositories

PyPolo

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A Python library for Robotic Information Gathering

dyna-gym

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This is a pip package implementing Reinforcement Learning algorithms in non-stationary environments supported by the OpenAI Gym toolkit.

minizero

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MiniZero: An AlphaZero and MuZero Training Framework

2048-solver

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A set of AIs for the 2048 tile-merging game. Includes an expectimax strategy that reaches 16384 with 34.6% success and an ML model trained with temporal difference learning.

DQN-2048

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Deep Reinforcement Learning to Play 2048 (with Keras)

Stochastic-muzero

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Pytorch Implementation of Stochastic MuZero for gym environment. This algorithm is capable of supporting a wide range of action and observation spaces, including both discrete and continuous variation...

Muzero-unplugged

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Pytorch Implementation of MuZero Unplugged for gym environment. This algorithm is capable of supporting a wide range of action and observation spaces, including both discrete and continuous variations...

Parallel-MCTS

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Parallel Monte Carlo Tree Search, see README.md for more detailed usage and information.

Single-Player-MCTS

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🌳 Python implementation of single-player Monte-Carlo Tree Search.