New Challenges in Multi-Agent Intention Recognition: Extended Abstract

Gal Kaminka, Jan Wendler, Galit Ronen

Research output: Contribution to conferencePaperpeer-review

Abstract

As multi-agent systems grow in popularity in research and in actual real-world applications, the role for multi-agent modeling techniques becomes increasingly critical. However,the transition from traditional intention-recognition (agent-modeling) settings, where a single agent is modeling another, to settings where an agent is modeling many other agents, is raising many difficult challenges to current techniques. In particular, three of these challenges are the monitoring selectivity problem, the plan-library incompleteness/incorrectness challenge, and the model challenge. Weare actively investigating ways to address these challenges, within the framework of socially-attentive monitoring, which focuses on the social structures and procedures within the monitored multi-agent system. Wehave provided a summaryof current preliminary results demonstrating the usefulness of this approach.

Original languageEnglish
Pages79-83
Number of pages5
StatePublished - 2001
Externally publishedYes
Event2001 AAAI Fall Symposium - North Falmouth, United States
Duration: 2 Nov 20014 Nov 2001

Conference

Conference2001 AAAI Fall Symposium
Country/TerritoryUnited States
CityNorth Falmouth
Period2/11/014/11/01

Bibliographical note

Publisher Copyright:
Compilation copyright © 2001, AAAI (www.aaai.org). All rights reserved.

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