Experiment with using Monte Carlo tree search for AI - Githubissues

ledpup / StrategyGame

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Experiment with using Monte Carlo tree search for AI #55

Open ledpup opened 6 years ago

ledpup commented 6 years ago

https://en.wikipedia.org/wiki/Monte_Carlo_tree_search

ledpup commented 6 years ago

Problem is: this game has hidden information. No way to know exactly what units the enemy has.

ledpup commented 6 years ago

Papers on MCTS and hidden information:

Information Set Monte Carlo Tree Search https://pure.york.ac.uk/portal/files/13014166/CowlingPowleyWhitehouse2012.pdf
Monte-Carlo Tree Search for the Hide-and-Seek Game Scotland Yard https://dke.maastrichtuniversity.nl/m.winands/documents/TCAIG_ScotlandYard.pdf
Monte-Carlo Tree Search for the Game of “7 Wonders” https://www-lisic.univ-littoral.fr/~fonlupt/Recherche/Publi/7wonders.pdf
Monte Carlo Tree Search for games with Hidden Information and Uncertainty (PHD) https://pdfs.semanticscholar.org/d10e/31ed85cc6ea79d3d961730da2b07c32aa984.pdf