Title
Situation-aware risk management in autonomous agents
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.
Year
DOI
Venue
2005
10.1145/1099554.1099668
CIKM
Keywords
Field
DocType
novel approach,architecture framework,risk management,situation-aware risk management,knowledge base,agent deliberation,knowledge management,autonomous agent,autonomous decision-making,centralized knowledge repository,individual agent,autonomous fashion,intelligent agent,situation awareness,logistics,decision support,intelligent agents
Deliberation,Distributed knowledge,Autonomous agent,Intelligent agent,Computer science,Decision support system,Knowledge management,Architecture framework,Risk management
Conference
ISBN
Citations 
PageRank 
1-59593-140-6
2
0.44
References 
Authors
1
5
Name
Order
Citations
PageRank
Martin Lorenz120.44
Jan D. Gehrke2768.62
Hagen Langer3315.73
Ingo J. Timm413834.42
Joachim Hammer516817.35