Interactive POMDPs: Properties and Preliminary Results

Piotr J Gmytrasiewicz ,Prashant Doshi

doi:10.1109/aamas.2004.154

Interactive POMDPs: Properties and Preliminary Results

Piotr J Gmytrasiewicz , Prashant Doshi

https://doi.org/10.1109/aamas.2004.154

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Publication Date: Jul 19, 2004

Citations: 28

Affiliation: university of illinois at chicago

#Interactive Partially Observable Markov Decision Processes #Partially Observable Markov Decision Processes + Show 8 more

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Abstract

This paper presents properties and results of a new framework for sequential decision-making in multiagent settings called interactive partially observable Markov decision processes (I-POMDPs). I-POMDPs are generalizations of POMDPs, a well-known framework for decision-theoretic planning in uncertain domains, to cases when an agent needs to plan a course of action in an environment populated by other agents.

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