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Superhuman AI for heads-up no-limit poker: Libratus beats top professionals

2017; American Association for the Advancement of Science; Volume: 359; Issue: 6374 Linguagem: Inglês

10.1126/science.aao1733

1095-9203

Noam Brown, Tüomas Sandholm,

Sports Analytics and Performance

Libratus versus humans Pitting artificial intelligence (AI) against top human players demonstrates just how far AI has come. Brown and Sandholm built a poker-playing AI called Libratus that decisively beat four leading human professionals in the two-player variant of poker called heads-up no-limit Texas hold'em (HUNL). Over nearly 3 weeks, Libratus played 120,000 hands of HUNL against the human professionals, using a three-pronged approach that included precomputing an overall strategy, adapting the strategy to actual gameplay, and learning from its opponent. Science , this issue p. 418