A framework for integrating influence diagrams and POMDPs

An influence diagram is a widely-used graphical model for representing and solving problems of sequential decision making under imperfect information. A closely-related model for the same class of problems is a partially observable Markov decision process (POMDP). This dissertation leverages the rel...

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Bibliographic Details
Main Author: Shi, Jinchuan
Other Authors: Ioana Banicescu
Format: Others
Language:en
Published: MSSTATE 2018
Subjects:
Online Access:http://sun.library.msstate.edu/ETD-db/theses/available/etd-03022018-153923/