Now, Hanabi may be next. Facebook researchers have built a bot they say can outperform the most skilled players at the cooperative card game that requires individuals to play off the hands of other participants because they are unable to view their own cards.
Project leads at the social media giant's research lab say their latest bot signals a significant improvement because it can replicate cognitive skills to put itself in the perspective of other players in the game, a trait known as "theory of mind." The group aims to answer "long-term research questions that we think of as barriers to the advancement of artificial intelligence," said Lerer.
Hanabi posed a unique challenge because unlike chess, for example, the bot is not going strictly head-to-head against a human. The nature of the game requires players to cooperate with other participants and interpret their intentions based on gameplay to win.
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