Probabilistic Plan Inference for Group Behavior Prediction

Authors:
Wenji Mao;Jonathan Gratch;Xiaochen Li
Affiliations:
Chinese Academy of Sciences;University of Southern California;Chinese Academy of Sciences
Venue:
IEEE Intelligent Systems
Year:
2012

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Modeling social causality and responsibility judgment in multi-agent interactions

Journal of Artificial Intelligence Research

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Abstract

A probabilistic plan inference approach explicitly takes an observed agent's preferences into consideration and computes expected plan utilities to disambiguate competing hypotheses.