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Verification of Markov Decision Processes with Risk-Sensitive Measures

PROCEEDINGS ARTICLE published June 2018 in 2018 Annual American Control Conference (ACC)

Authors: Murat Cubuktepe | Ufuk Topcu

A Markov decision process model for capacity expansion and allocation

PROCEEDINGS ARTICLE published in Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304)

Authors: S. Bhatnagar | E. Fernandez-Gaucherand | M.C. Fu | S.I. Marcus

A unified framework for risk-sensitive Markov control processes

PROCEEDINGS ARTICLE published December 2014 in 53rd IEEE Conference on Decision and Control

Authors: Yun Shen | Wilhelm Stannat | Klaus Obermayer

Risk-sensitive inventory control problems

PROCEEDINGS ARTICLE published in Proceedings of the 40th IEEE Conference on Decision and Control (Cat. No.01CH37228)

Authors: G.M. Avila-Godoy | E. Fernandez-Gaucherand

Exponential risk-sensitive optimal scheduling

PROCEEDINGS ARTICLE published in Proceedings of the 36th IEEE Conference on Decision and Control

Authors: G. Avila-Godoy | E. Fernandez-Gaucherand

Discrete-Time Markov Control Processes

BOOK published 1996

Authors: Onésimo Hernández-Lerma | Jean Bernard Lasserre

Risk-sensitive inventory control problems

PROCEEDINGS ARTICLE published in Proceedings of the 40th IEEE Conference on Decision and Control (Cat. No.01CH37228)

Authors: G.M. Avila-Godoy | E. Fernandez-Gaucherand

Risk-sensitive Markov Decision Processes with Risk Constraints of Coherent Risk Measures in Fuzzy and Stochastic Environment

PROCEEDINGS ARTICLE published 2019 in Proceedings of the 11th International Joint Conference on Computational Intelligence

Authors: Yuji Yoshida

Decentralized control of finite state Markov decision processes

PROCEEDINGS ARTICLE published December 1979 in 1979 18th IEEE Conference on Decision and Control including the Symposium on Adaptive Processes

Authors: Kai Hsu | Steven Marcus

Adaptive Markov Control Processes

BOOK published 1989 in Applied Mathematical Sciences

Authors: O. Hernández-Lerma

Discretization procedures for adaptive Markov control processes

JOURNAL ARTICLE published February 1989 in Journal of Mathematical Analysis and Applications

Authors: Onésimo Hernández-Lerma | Steven I Marcus

Introduction and Summary

BOOK CHAPTER published 2009 in Stochastic Modelling and Applied Probability

Authors: Xianping Guo | Onésimo Hernández-Lerma

Markov Decision Processes

BOOK CHAPTER published 2013 in Communications and Control Engineering

Authors: Hyeong Soo Chang | Jiaqiao Hu | Michael C. Fu | Steven I. Marcus

Successive approximations in partially observable controlled Markov chains with risk-sensitive average criterion

JOURNAL ARTICLE published December 2005 in Stochastics

Authors: Rolando Cavazos-Cadena | Daniel Hernández-Hernández

Average Optimality of Markov Decision Processes with Unbounded Costs

BOOK CHAPTER published 1992 in Operations Research ’91

Authors: Onésimo Hernández-Lerma

Remarks on risk sensitive adaptive control of Markov processes

PROCEEDINGS ARTICLE published 2006 in Proceedings of the 45th IEEE Conference on Decision and Control

Authors: T. E. Duncan | B. Pasik-Duncan | L. Stettner

Further Topics on Discrete-Time Markov Control Processes

BOOK published 1999

Authors: Onésimo Hernández-Lerma | Jean Bernard Lasserre

Duality between large deviation control and risk-sensitive control for Markov decision processes

JOURNAL ARTICLE published April 2023 in Systems & Control Letters

Authors: Yanan Dai | Jinwen Chen

Constrained Markov control processes with randomized discounted cost criteria: Occupation measures and extremal points

JOURNAL ARTICLE published 2013 in Risk and Decision Analysis

Authors: Juan González-Hernández | Raquiel R. López-Martínez | J. Adolfo Minjárez-Sosa | J. Rigoberto Gabriel-Arguelles

Discrete-Time Controlled Markov Processes With Average Cost Criterion: A Survey

REPORT published 31 March 1992

Authors: Aristotle Arapostathis | Vivek S. Borkar | Emmanuel Fernandez-Gaucherand | Mrinal K. Ghosh | Steven I. Marcus