Upper Confidence Trees with Short Term Partial Information

نویسندگان

  • Olivier Teytaud
  • Sébastien Flory
چکیده

We show some mathematical links between partially observable (PO) games in which information is regularly revealed, and simultaneous actions games. Using this, we study the extension of Monte-Carlo Tree Search algorithms to PO games and to games with simultaneous actions. We apply the results to Urban Rivals, a free PO internet card game with more than 10 millions of registered users.

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تاریخ انتشار 2011