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|Title:||Towards robust agent behaviors in modeling and simulation: Situation filling in with commonsense knowledge|
Modeling and simulation
|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|
|Appears in Collections:||Staff Publications|
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