LCS Publication Details
Publication Title: Planning and control in stochastic domains with imperfect information
Publication Author: Hauskrecht, M.
Additional Authors:
LCS Document Number: MIT-LCS-TR-738
Publication Date: 1-1-1998
LCS Group: Clinical Decision Making
Additional URL: No URL Given
Abstract:
Partially observable Markov decision processes (POMDPs) can be used to model complex control problems that include both action outcome uncertainty and imperfect observability. A control problem within the POMDP framework is expressed as a dynamic optimiza
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