Tuesday, November 22, 2022

Meta researchers create AI that masters Diplomacy, tricking human players


A screenshot of Diplomacy provided by a CICERO researcher.

Enlarge / A screenshot of an online game of Diplomacy, including a running chat dialog, provided by a Cicero researcher. (credit: Meta AI)

On Tuesday, Meta AI announced the development of Cicero, which it clams is the first AI to achieve human-level performance in the strategic board game Diplomacy. It's a notable achievement because the game requires deep interpersonal negotiation skills, which implies that Cicero has obtained a certain mastery of language necessary to win the game.

Even before Deep Blue beat Garry Kasparov at chess in 1997, board games were a useful measure of AI achievement. In 2015, another barrier fell when AlphaGo defeated Go master Lee Sedol. Both of those games follow a relatively clear set of analytical rules (although Go's rules are typically simplified for computer AI).

But with Diplomacy, a large portion of the gameplay involves social skills. Players must show empathy, use natural language, and build relationships to win—a difficult task for a computer player. With this in mind, Meta asked, "Can we build more effective and flexible agents that can use language to negotiate, persuade, and work with people to achieve strategic goals similar to the way humans do?"

Read 8 remaining paragraphs | Comments

Reference : https://ift.tt/8gIqi7w

No comments:

Post a Comment

NATO’s Emergency Plan for an Orbital Backup Internet

On 18 February 2024, a missile attack from the Houthi militants in Yemen hit the cargo ship Rubymar in the Red Sea. With the crew evacu...