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peter1591 / hearthstone-ai

A Hearthstone AI based on Monte Carlo tree search and neural nets written in modern C++.
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Train policy network #69

Open peter1591 opened 7 years ago

peter1591 commented 7 years ago

Reference: https://arxiv.org/pdf/1708.00730.pdf

peter1591 commented 7 years ago

http://www.dominikslezak.org/resources/journal_articles/TCS_Szczuka_2011.pdf

peter1591 commented 7 years ago

Use xgboost to train? https://homes.cs.washington.edu/~tqchen/pdf/BoostedTree.pdf

Can deal with categorical inputs For example, if holding a card which is a damaging spell, healing spell, or an aoe