Ad hoc autonomous agent teams: Collaboration without pre-coordination

Peter Stone, Gal A. Kaminka, Sarit Kraus, Jeffrey S. Rosenschein

Research output: Contribution to journalArticlepeer-review

150 Scopus citations

Abstract

As autonomous agents proliferate in the real world, both in software and robotic settings, they will increasingly need to band together for cooperative activities with previously unfamiliar teammates. In such ad hoc team settings, team strategies cannot be developed a priori. Rat her, an agent must be prepared to cooperate with many types of teammates: it must collaborate without pre-coordination. This paper challenges the AI community to develop theory and to implement prototypes of ad hoc team agents. It defines the concept of ad hoc team agents, specifies an evaluation paradigm, and provides examples of possible theoretical and empirical approaches to challenge. The goal is to encourage progress towards this ambitious, newly realistic, and increasingly important research goal. Copyright © 2010, Association for the Advancement of Artificial Intelligence (www.aaai.org). All rights reserved.
Original languageEnglish
JournalProceedings of the National Conference on Artificial Intelligence
Volume3
StatePublished - 1 Jan 2010

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