NDLI: Template-based multi-agent plan recognition for tactical situation assessment

Content Provider	IEEE Xplore Digital Library
Author	Azarewicz, J. Fala, G. Heithecker, C.
Copyright Year	1989
Description	Author affiliation: US Naval Air Dev. Center, Warminster, PA, USA (Azarewicz, J.; Fala, G.; Heithecker, C.)
Abstract	A description is given of the concept of a multiagent plan-recognition model to assist a naval tactical decision maker in interpreting the activity of enemy ships and aircraft (agents) and predicting their goals and plans. Multiagent templates have been devised to capture the tactical decision-maker's knowledge of how the plans of individual agents interact in pursuit of shared goals. The templates provide a flexible knowledge representation that allows the plan-recognition model to reason about different situation-specific variations in the ways multiagent plans may unfold. Template instances form hypotheses of future agent actions and are created in top-down/bottom-up manner. The hypotheses are then updated based on observations of agent behavior. The plan-recognition process features mechanisms to curb the proliferation of hypotheses possible in multiagent domains.<>
Starting Page	247
Ending Page	254
File Size	701437
Page Count	8
File Format	PDF
ISBN	0818619023
DOI	10.1109/CAIA.1989.49160
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	1989-03-06
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Knowledge representation Marine vehicles Predictive models Military aircraft Cognition Government Protection Asset management Monitoring Data analysis
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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