State observation accuracy and finite-memory policy performance

Assuming the probability of an inaccurate state observation is sufficiently small, we present a simple procedure for determining whether a stationary finite-memory controller will improve or degrade system performance, given improved state observation quality. The intent of this result is to lend in...

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Veröffentlicht in:	Operations research letters 2013-09, Vol.41 (5), p.477-481
Hauptverfasser:	Ortiz, Olga L., Erera, Alan L., White, Chelsea C.
Format:	Artikel
Sprache:	eng
Schlagworte:	Control systems Degradation Finite-memory policy Operations research Partially observed Markov decision process Performance enhancement Policies State observation accuracy
Online-Zugang:	Volltext
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