Please use this identifier to cite or link to this item: http://scholarbank.nus.edu.sg/handle/10635/116797
Title: Towards robust agent behaviors in modeling and simulation: Situation filling in with commonsense knowledge
Authors: Leong, H.W.
Kwok, K. 
Keywords: Commonsense reasoning
Knowledge representation
Modeling and simulation
Issue Date: 2011
Citation: Leong, H.W.,Kwok, K. (2011). Towards robust agent behaviors in modeling and simulation: Situation filling in with commonsense knowledge. 20th Annual Conference on Behavior Representation in Modeling and Simulation 2011, BRiMS 2011 : 41-48. ScholarBank@NUS Repository.
Abstract: We propose the use of commonsense knowledge for situation fill-in to achieve robust agent behaviors in modeling and simulation. We describe the representation and reasoning scheme required to support the said context of use; a knowledge structure for commonsense narrative and a spreading activation computation model for performing inference on the knowledge structure. A prototype was implemented and an exemplar demonstration case was run to show its potential use. The paper then rounds up with a discussion on how the commonsense knowledge retrieved for situation fill-in enables robust agent behavior in the simulation environment.
Source Title: 20th Annual Conference on Behavior Representation in Modeling and Simulation 2011, BRiMS 2011
URI: http://scholarbank.nus.edu.sg/handle/10635/116797
ISBN: 9781618390745
Appears in Collections:Staff Publications

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