DocumentCode :
2439421
Title :
RAPSODI Adversarial Reasoner
Author :
Howard, Mike ; Huang, Eric ; Leung, Ken ; Tinker, Pete
Author_Institution :
HRL Lab., LLC, Malibu
fYear :
2007
fDate :
3-10 March 2007
Firstpage :
1
Lastpage :
12
Abstract :
We report progress on an adversarial reasoning system, RAPSODI (rapid adversarial planning with strategic opponent-driven intelligence). RAPSODI consists of two modules, GameMaster and a fast single agent planner. GameMaster refines and expands plans for two or more adversaries by making calls to a planning service provided by the fast single agent local search planner. RAPSODI employs an iterative plan critic process that results in a contingency plan for each agent, based on our best model of their capabilities, assets, and intents. The process iterates as many times as the user wants as long as conflicts can be found. With each iteration agents get "smarter" in the sense that their plans are expanded to handle more possible conflicts with other agents. The approach is fast, practical and tractable. We describe our problem format, a variant of PDDL, and discuss the advantages of our iterative-refinement plan-critic strategy for decision support.
Keywords :
decision support systems; inference mechanisms; iterative methods; man-machine systems; multi-agent systems; GameMaster; RAPSODI; adversarial reasoner; adversarial reasoning system; decision support; fast single agent local search planner; human-computer interaction; iterative plan critic process; iterative-refinement plan-critic strategy; planning service; rapid adversarial planning with strategic opponent-driven intelligence; Computer architecture; Helium; Iterative algorithms; Iterative methods; Laboratories; Local area networks; Strategic planning; adversarial reasoning; counter-terrorism; human-computer interaction;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Aerospace Conference, 2007 IEEE
Conference_Location :
Big Sky, MT
ISSN :
1095-323X
Print_ISBN :
1-4244-0524-6
Electronic_ISBN :
1095-323X
Type :
conf
DOI :
10.1109/AERO.2007.352796
Filename :
4161609
Link To Document :
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