DeepStack: Expert-Level Artificial Intelligence in No-Limit Poker

1 code implementation • 6 Jan 2017 • Matej Moravčík, Martin Schmid, Neil Burch, Viliam Lisý, Dustin Morrill, Nolan Bard, Trevor Davis, Kevin Waugh, Michael Johanson, Michael Bowling

Poker is the quintessential game of imperfect information, and a longstanding challenge problem in artificial intelligence.

Game of Poker

AIVAT: A New Variance Reduction Technique for Agent Evaluation in Imperfect Information Games

no code implementations • 20 Dec 2016 • Neil Burch, Martin Schmid, Matej Moravčík, Michael Bowling

Evaluating agent performance when outcomes are stochastic and agents use randomized strategies can be challenging when there is limited data available.