| Literature DB >> 25574016 |
Michael Bowling1, Neil Burch2, Michael Johanson2, Oskari Tammelin3.
Abstract
Poker is a family of games that exhibit imperfect information, where players do not have full knowledge of past events. Whereas many perfect-information games have been solved (e.g., Connect Four and checkers), no nontrivial imperfect-information game played competitively by humans has previously been solved. Here, we announce that heads-up limit Texas hold'em is now essentially weakly solved. Furthermore, this computation formally proves the common wisdom that the dealer in the game holds a substantial advantage. This result was enabled by a new algorithm, CFR(+), which is capable of solving extensive-form games orders of magnitude larger than previously possible.Entities:
Year: 2015 PMID: 25574016 DOI: 10.1126/science.1259433
Source DB: PubMed Journal: Science ISSN: 0036-8075 Impact factor: 47.728