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Expo Demonstration
Human Modeling and Strategic Reasoning in the Game of Diplomacy
Noam Brown · Alexander Miller · Gabriele Farina

Mon Nov 28 08:00 AM -- 10:00 AM & Mon Nov 28 12:00 PM -- 02:00 PM (PST) @ Ballroom C

Games have long been a proving ground for new AI advancements — from Deep Blue’s victory over chess grandmaster Garry Kasparov, to AlphaGo’s mastery of Go, to Pluribus out-bluffing the best humans in poker. But truly useful, versatile agents need to be able to cooperate with humans rather than simply compete against them. In this session, we will demo our latest research on the game of Diplomacy, a major benchmark for cooperative AI that requires modeling human players and understanding human norms and expectations. We will dive into the technology, show actual game play, and key members from our research team will be on hand to answer questions about the research and discuss the future of where this technology may go.

Author Information

Noam Brown (FAIR)
Alexander Miller (Meta AI (FAIR))
Gabriele Farina (Meta AI; Carnegie Mellon University)

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