Sequential Decision Making With Limited Observation Capability: Application to Wireless Networks

This paper studies a generalized class of restless multi-armed bandits with hidden states and allow cumulative feedback, as opposed to the conventional instantaneous feedback. We call them lazy restless bandits (LRBs) as the events of decision making are sparser than the events of state transition....

Celý popis

Uloženo v:

Podrobná bibliografie
Vydáno v:	IEEE transactions on cognitive communications and networking Ročník 5; číslo 2; s. 237 - 251
Hlavní autoři:	Kaza, Kesav, Meshram, Rahul, Mehta, Varun, Merchant, Shabbir N.
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Piscataway IEEE 01.06.2019 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	Algorithms Computer simulation cumulative feedback Decision making dynamic programming Economic models Fading channels Feedback Indexes Markov processes Optimization Policies Productivity relay selection Relays restless bandits Sequential decision making Upper bounds weakly coupled partially observable Markov decision processes Whittle index Wireless networks
ISSN:	2332-7731, 2332-7731
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!

Buďte první, kdo okomentuje tento záznam!