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Weighted Reward Criteria in Competitive Markov Decision Processes

JOURNAL ARTICLE published June 1989 in IFAC Proceedings Volumes

Authors: J.A. Filar | O.J. Vrieze

https://doi.org/10.1016/s1474-6670(17)53428-x Actions

Incremental Improvements of Heuristic Policies for Average-Reward Markov Decision Processes

JOURNAL ARTICLE published 2020 in IFAC-PapersOnLine

Research funded by National Science Foundation (ECCS-1707695)

Authors: S. Reveliotis | M. Ibrahim

https://doi.org/10.1016/j.ifacol.2020.12.2285 Actions

Entropy Rate Maximization of Markov Decision Processes for Surveillance Tasks⋆

JOURNAL ARTICLE published 2023 in IFAC-PapersOnLine

Authors: Yu Chen | Shaoyuan Li | Xiang Yin

https://doi.org/10.1016/j.ifacol.2023.10.967 Actions

DISCOUNTED CONTINUOUS TIME MARKOV DECISION PROCESSES: THE CONVEX ANALYTIC APPROACH

JOURNAL ARTICLE published 2005 in IFAC Proceedings Volumes

Authors: A.B. Piunovskiy

https://doi.org/10.3182/20050703-6-cz-1902.00357 Actions

Approximate Abstractions of Markov Chains with Interval Decision Processes

JOURNAL ARTICLE published 2018 in IFAC-PapersOnLine

Authors: Yuriy Zacchia Lun | Jack Wheatley | Alessandro D’Innocenzo | Alessandro Abate

https://doi.org/10.1016/j.ifacol.2018.08.016 Actions

BIAS OPTIMALITY FOR MULTICHAIN MARKOV DECISION PROCESSES

JOURNAL ARTICLE published 2005 in IFAC Proceedings Volumes

Authors: Xi-Ren Cao | Junyu Zhang

https://doi.org/10.3182/20050703-6-cz-1902.00363 Actions

Temporal logic control of general Markov decision processes by approximate policy refinement

JOURNAL ARTICLE published 2018 in IFAC-PapersOnLine

Authors: Sofie Haesaert | Sadegh Soudjani | Alessandro Abate

https://doi.org/10.1016/j.ifacol.2018.08.013 Actions

Inexact GMRES Policy Iteration for Large-Scale Markov Decision Processes

JOURNAL ARTICLE published 2023 in IFAC-PapersOnLine

Research funded by Horizon 2020 (787845)

Authors: Matilde Gargiani | Dominic Liao-McPherson | Andrea Zanelli | John Lygeros

https://doi.org/10.1016/j.ifacol.2023.10.316 Actions

Markov decision processes for integrating life cycle dynamics into fab-level decision making

JOURNAL ARTICLE published July 1999 in IFAC Proceedings Volumes

Authors: Shalabh Bhatnagar | Michael C. Fu | Steven I. Marcus | Ying He

https://doi.org/10.1016/s1474-6670(17)56827-5 Actions

Control Logic Synthesis for Manufacturing Systems Using Markov Decision Processes

JOURNAL ARTICLE published 2021 in IFAC-PapersOnLine

Authors: Changmin Lee | Jehyun Park | Jongeun Choi | Jaebok Ha | Sangyeong Lee

https://doi.org/10.1016/j.ifacol.2021.11.221 Actions

On a Notion of Resilience for Markov Decision Processes with Reachability Objectives

JOURNAL ARTICLE published 2023 in IFAC-PapersOnLine

Authors: Xiaoming Duan | Nasim Baharisangari | Rui Yan | Zhe Xu | Melkior Ornik

https://doi.org/10.1016/j.ifacol.2023.10.318 Actions

On Optimal Control of Discounted Cost Infnite-Horizon Markov Decision Processes Under Local State Information Structures

JOURNAL ARTICLE published 2020 in IFAC-PapersOnLine

Research funded by National Science Foundation (CNS-1544782,ECCS-1847056,SES-1541164,W911NF-19-1-0041)

Authors: Guanze Peng | Veeraruna Kavitha | Quanyan Zhu

https://doi.org/10.1016/j.ifacol.2020.12.348 Actions

Markov Decision Processes and Determining Nash Equilibria for Stochastic Positional Games

JOURNAL ARTICLE published January 2011 in IFAC Proceedings Volumes

Authors: Dmitrii Lozovanu | Stefan Pickl | Erik Kropat

https://doi.org/10.3182/20110828-6-it-1002.03822 Actions

LEARNING-BASED MODEL PREDICTIVE CONTROL FOR MARKOV DECISION PROCESSES

JOURNAL ARTICLE published 2005 in IFAC Proceedings Volumes

Authors: Rudy R. Negenborn | Bart De Schutter | Marco A. Wiering | Hans Hellendoorn

https://doi.org/10.3182/20050703-6-cz-1902.00280 Actions

A particle-based policy for the optimal control of Markov decision processes

JOURNAL ARTICLE published 2014 in IFAC Proceedings Volumes

Authors: M. Pirotta | G. Manganini | L. Piroddi | M. Prandini | M. Restelli

https://doi.org/10.3182/20140824-6-za-1003.01987 Actions

Computing monotone policies for Markov decision processes: a nearly-isotonic penalty approach * *This work was partially supported by the Swedish Research Council under contract 2016-06079 and the Linnaeus Center ACCESS at KTH.

JOURNAL ARTICLE published July 2017 in IFAC-PapersOnLine

Authors: Robert Mattila | Cristian R. Rojas | Vikram Krishnamurthy | Bo Wahlberg

https://doi.org/10.1016/j.ifacol.2017.08.1575 Actions

Anomaly Detection of Markov Processes with Evolution Equation and Moments

JOURNAL ARTICLE published 2020 in IFAC-PapersOnLine

Authors: Rafal Wisniewski | Manuela L. Bujorianu

https://doi.org/10.1016/j.ifacol.2020.12.2561 Actions

Identification of Markov Jump Autoregressive Processes from Large Noisy Data Sets

JOURNAL ARTICLE published 2020 in IFAC-PapersOnLine

Authors: Sarah Hojjatinia | Constantino Lagoa

https://doi.org/10.1016/j.ifacol.2020.12.1300 Actions

Scheduling Elective Surgeries with Markov Decision Process and Approximate Dynamic Programming

JOURNAL ARTICLE published 2019 in IFAC-PapersOnLine

Authors: Jian Zhang | Mahjoub Dridi | Abdellah El Moudni

https://doi.org/10.1016/j.ifacol.2019.11.468 Actions

State Encoding of Hidden Markov Linear Prediction Models

JOURNAL ARTICLE published June 1996 in IFAC Proceedings Volumes

Authors: Vikram Krishnamurthy | H. Vincent Poor

https://doi.org/10.1016/s1474-6670(17)58488-8 Actions
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