Situation-aware risk management in autonomous agents

Authors:
Martin Lorenz;Jan D. Gehrke;Hagen Langer;Ingo J. Timm;Joachim Hammer
Affiliations:
University of Bremen, Bremen;University of Bremen, Bremen;University of Bremen, Bremen;University of Bremen, Bremen;University of Florida, Gainesville, FL
Venue:
Proceedings of the 14th ACM international conference on Information and knowledge management
Year:
2005

Citing 3
Cited 1

Uncertainty and vagueness in knowledge based systems

Uncertainty and vagueness in knowledge based systems
Reasoning about Uncertainty

Reasoning about Uncertainty
Agent-Mediated Knowledge Management: International Symposium Amkm 2003, Stanford, Ca, Usa, March 24-26, 2003: Revised and Invited Papers (Lecture Notes in Computer Science, 2926.)

Agent-Mediated Knowledge Management: International Symposium Amkm 2003, Stanford, Ca, Usa, March 24-26, 2003: Revised and Invited Papers (Lecture Notes in Computer Science, 2926.)

Multiple access game in ad-hoc network

Proceedings of the 2nd international conference on Performance evaluation methodologies and tools

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Abstract

We present a novel approach to enable decision-making in a highly distributed multiagent environment where individual agents need to act in an autonomous fashion. Our architecture framework integrates risk management, knowledge management, and agent deliberation to enable sophisticated, autonomous decision-making. Instead of a centralized knowledge repository, our approach supports a highly distributed knowledge base in which each agent manages a fraction of the knowledge needed by the entire system.