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A topology for policies in decentralized stochastic control and existence of optimal policies

İsim A topology for policies in decentralized stochastic control and existence of optimal policies
Yazar Saldı, Naci
Basım Tarihi: 2018
Basım Yeri - IEEE
Tür Belge
Dil İngilizce
Dijital Evet
Yazma Hayır
Kütüphane: Özyeğin Üniversitesi
Demirbaş Numarası 978-1-5386-1395-5
Kayıt Numarası dd6a0d5c-1767-4ddd-9c67-9ac94807c230
Lokasyon Natural and Mathematical Sciences
Tarih 2018
Notlar IEEE; Mitsubishi Elect Res Labs ; United Technologies Res Ctr ; MathWorks ; IEEE Control Syst Soc ; Soc Ind & Appl Math ; Inst Operat Res & Management Sci ; Japanese Soc Instrument & Control Engineers ; European Control Assoc ; Skydio ; IEEE CAA Journal Automatica Sinica ; Springer ; Taylor & Francis ; Princeton Univ Press ; Elsevier
Örnek Metin In this paper, we introduce a topology for policies in decentralized stochastic control models to establish the existence of team-optimal policies for both static and a class of sequential dynamic teams. We first consider the static team problems and show the existence of optimal policies under the assumption that the observation channels have densities and are continuous with respect to the total variation distance. Then we consider sequential dynamic teams and establish the existence of an optimal policy via the static reduction method of Witsenhausen. We apply our findings to the well-known counterexample of Witsenhausen and the Gaussian relay channel.
DOI 10.1109/CDC.2018.8618648
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A topology for policies in decentralized stochastic control and existence of optimal policies

Yazar Saldı, Naci
Basım Tarihi 2018
Basım Yeri - IEEE
Tür Belge
Dil İngilizce
Dijital Evet
Yazma Hayır
Kütüphane Özyeğin Üniversitesi
Demirbaş Numarası 978-1-5386-1395-5
Kayıt Numarası dd6a0d5c-1767-4ddd-9c67-9ac94807c230
Lokasyon Natural and Mathematical Sciences
Tarih 2018
Notlar IEEE; Mitsubishi Elect Res Labs ; United Technologies Res Ctr ; MathWorks ; IEEE Control Syst Soc ; Soc Ind & Appl Math ; Inst Operat Res & Management Sci ; Japanese Soc Instrument & Control Engineers ; European Control Assoc ; Skydio ; IEEE CAA Journal Automatica Sinica ; Springer ; Taylor & Francis ; Princeton Univ Press ; Elsevier
Örnek Metin In this paper, we introduce a topology for policies in decentralized stochastic control models to establish the existence of team-optimal policies for both static and a class of sequential dynamic teams. We first consider the static team problems and show the existence of optimal policies under the assumption that the observation channels have densities and are continuous with respect to the total variation distance. Then we consider sequential dynamic teams and establish the existence of an optimal policy via the static reduction method of Witsenhausen. We apply our findings to the well-known counterexample of Witsenhausen and the Gaussian relay channel.
DOI 10.1109/CDC.2018.8618648
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