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Risk-sensitive and minimax control of discrete-time, finite-state Markov decision processes JOURNAL ARTICLE published February 1999 in Automatica |
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A time aggregation approach to Markov decision processes JOURNAL ARTICLE published June 2002 in Automatica |
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Stable receding-horizon scenario predictive control for Markov-jump linear systems JOURNAL ARTICLE published December 2017 in Automatica Research funded by Spanish Ministry of Economy and European Union (DPI2016-81002-R (AEI/FEDER, UE)) | Universitat Jaume I (P1.1B2015-36) |
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On terminating Markov decision processes with a risk-averse objective function JOURNAL ARTICLE published September 2001 in Automatica |
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Economic MPC of Markov Decision Processes: Dissipativity in undiscounted infinite-horizon optimal control JOURNAL ARTICLE published December 2022 in Automatica Research funded by Ministero dell’Istruzione, dell’Università e della Ricerca (2017J89ARP) |
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Simulation-based optimization of Markov decision processes: An empirical process theory approach JOURNAL ARTICLE published August 2010 in Automatica |
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Detection-averse optimal and receding-horizon control for Markov decision processes JOURNAL ARTICLE published December 2020 in Automatica |
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Oja’s algorithm for graph clustering, Markov spectral decomposition, and risk sensitive control JOURNAL ARTICLE published October 2012 in Automatica |
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Learning Control of Dynamical Systems Based on Markov Decision Processes: Research Frontiers and Outlooks JOURNAL ARTICLE published 27 December 2012 in Acta Automatica Sinica |
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Approximate stochastic annealing for online control of infinite horizon Markov decision processes JOURNAL ARTICLE published September 2012 in Automatica |
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Modern control system theory JOURNAL ARTICLE published March 1986 in Automatica |