Title :
Probabilistic Plan Inference for Group Behavior Prediction
Author :
Mao, Wenji ; Gratch, Jonathan ; Li, Xiaochen
Author_Institution :
Chinese Acad. of Sci., Guangzhou, China
Abstract :
A probabilistic plan inference approach explicitly takes an observed agent´s preferences into consideration and computes expected plan utilities to disambiguate competing hypotheses.
Keywords :
inference mechanisms; multi-agent systems; planning (artificial intelligence); probability; expected plan utilities; group behavior prediction; observed agent preferences; probabilistic plan inference; Behavioral science; Cognition; Computational modeling; Hidden Markov models; Intelligent systems; Prediction algorithms; Predictive models; Probabilistic logic; group behavior prediction; intention recognition; plan representation; probabilistic reasoning;
Journal_Title :
Intelligent Systems, IEEE
DOI :
10.1109/MIS.2010.133
