Towards Social Comparison for Failure Detection: Extended Abstract

Gal A. Kaminka, Milind Tambe

Research output: Contribution to conferencePaperpeer-review

Abstract

Social comparison, the process in which individuals compare their behavior and beliefs to those of other agents, is an important process in human societies. Our aim is to utilize theories of this process for synthetic agents, for the purposes of enabling social skills, team-coordination, and greater individual agent performance. Our current focus is on individual failure detection and recovery in multi-agent settings. We present a novel approach, SOCFAD, inspired by Social Comparison Theory from social psychology. SOCFAD includes the following key novel concepts: (a) utilizing other agents in the environment as information sources for failure detection, and (b) a detection and recovery method for previously undetectable failures using abductive inference based on other agents' beliefs.

Original languageEnglish
Pages64-66
Number of pages3
StatePublished - 1997
Externally publishedYes
Event1997 AAAI Fall Symposium - Cambridge, United States
Duration: 8 Nov 199710 Nov 1997

Conference

Conference1997 AAAI Fall Symposium
Country/TerritoryUnited States
CityCambridge
Period8/11/9710/11/97

Bibliographical note

Publisher Copyright:
copyright © 1997, AAAI (www.aaai.org). All rights reserved.

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