RubenBranco / SokobanAlphaGo

AlphaGo Zero Reinforcement Learning Sokoban Solver

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Sokoban AlphaGo Zero (WIP)

Sokoban Solver using DeepMinds AlphaGo Zero system, described by Silver et al 2017, download deepmind unformatted upload available here.

Implementation based on suragnair implementation. Pytorch classification used can be cloned from here.

All board examples come from abelmartin's website.

This is a work in progress and more details about the implementation will be given and the README will be updated as the project moves forward. The objective is to understand how the process works and whether it will work for singleplayer games(aka puzzles).

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AlphaGo Zero Reinforcement Learning Sokoban Solver

License:MIT License


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Language:Python 100.0%