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Probabilistic Plan Inference for Group Behavior Prediction
July-Aug. 2012 (vol. 27 no. 4)
pp. 27-36
Wenji Mao, Chinese Academy of Sciences
Jonathan Gratch, University of Southern California
Xiaochen Li, Chinese Academy of Sciences
A probabilistic plan inference approach explicitly takes an observed agent's preferences into consideration and computes expected plan utilities to disambiguate competing hypotheses.
Index Terms:
Probabilistic logic,Cognition,Predictive models,Intelligent systems,Computational modeling,Hidden Markov models,Prediction algorithms,Behavioral science,group behavior prediction,plan representation,probabilistic reasoning,intention recognition
Citation:
Wenji Mao, Jonathan Gratch, Xiaochen Li, "Probabilistic Plan Inference for Group Behavior Prediction," IEEE Intelligent Systems, vol. 27, no. 4, pp. 27-36, July-Aug. 2012, doi:10.1109/MIS.2010.133
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