A Survey of Ad Hoc Teamwork: Definitions, Methods, and Open Problems

Reuth Mirsky, Ignacio Carlucho, Arrasy Rahman, Elliot Fosong, William Macke, Mohan Sridharan, Peter Stone, Stefano V. Albrecht

Research output: Working paperPreprint

Abstract

Ad hoc teamwork is the well-established research problem of designing agents that can collaborate with new teammates without prior coordination. This survey makes a two-fold contribution. First, it provides a structured description of the different facets of the ad hoc teamwork problem. Second, it discusses the progress that has been made in the field so far, and identifies the immediate and long-term open problems that need to be addressed in the field of ad hoc teamwork.
Original languageEnglish
PublisherarXiv.org
Number of pages8
Publication statusPublished - 16 Feb 2022

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