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

02/16/2022

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by   Reuth Mirsky, et al.

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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.