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Stabilization of Affine Systems with Polytopic Control Value Sets JOURNAL ARTICLE published October 2023 in Journal of Dynamical and Control Systems |
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Optimization Approaches for Nonlinear State Space Models JOURNAL ARTICLE published October 2021 in IEEE Control Systems Letters |
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Infinite Horizon Risk Sensitive Control of Discrete Time Markov Processes under Minorization Property JOURNAL ARTICLE published January 2007 in SIAM Journal on Control and Optimization |
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Estimating Space-Dependent Coefficients for 1D Transport Using Gaussian Processes as State Estimator in the Frequency Domain JOURNAL ARTICLE published 2023 in IEEE Control Systems Letters Research funded by European Union via the Euratom Research and Training Programme (101052200—EUROfusion) |
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Impact of Time Correlated Mode Mismatch on Markov Jump Linear System State Estimation JOURNAL ARTICLE published July 2018 in IEEE Control Systems Letters |
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Empirical law of the iterated logarithm for Markov chains with a countable state space JOURNAL ARTICLE published October 2000 in Stochastic Processes and their Applications |
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Backward representation for nonstationary Markov processes with finite state space JOURNAL ARTICLE published June 1994 in Systems & Control Letters |
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Change Detection for Undermodelled Processes Using Mismatched Hidden Markov Model Test Filters JOURNAL ARTICLE published October 2017 in IEEE Control Systems Letters Research funded by Australian Research Council Centre of Excellence in Robotic Vision (CE140100016) |
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Constrained Markov control processes with randomized discounted cost criteria: infinite linear programming approach JOURNAL ARTICLE published September 2014 in Optimal Control Applications and Methods |
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Integrated Risk-Sensitive, Simulation-Based and Graphical Methodologies for Estimation and Control REPORT published 18 October 2007 |
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Asymptotic Normality of Discrete-Time Markov Control Processes JOURNAL ARTICLE published September 2010 in Journal of Applied Probability |
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Event-driven semi-Markov switching state-space control processes JOURNAL ARTICLE published 16 August 2012 in IET Control Theory & Applications |
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Recursive Learning Automata for Control of Partially Observable Markov Decision Processes PROCEEDINGS ARTICLE published in Proceedings of the 44th IEEE Conference on Decision and Control |
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Chapter 1. Finite State Space, a Trial Run BOOK CHAPTER published 31 December 2003 in Markov Processes from K. Ito's Perspective (AM-155) |
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Countable State Space Markov Random Fields and Markov Chains on Trees JOURNAL ARTICLE published 1 November 1983 in The Annals of Probability |
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Singularly Perturbed Discounted Markov Control Processes in a General State Space JOURNAL ARTICLE published January 2012 in SIAM Journal on Control and Optimization |
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Markov Decision Processes BOOK CHAPTER published 2013 in Communications and Control Engineering |
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Fluid Approximations to Markov Decision Processes with Local Transitions BOOK CHAPTER published 2012 in Systems & Control: Foundations & Applications |
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Risk-Sensitive Discounted Continuous-Time Markov Decision Processes with Unbounded Rates JOURNAL ARTICLE published January 2019 in SIAM Journal on Control and Optimization Research funded by National Natural Science Foundation of China (61773411,11701588) |
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Continuous–Time Markov Control Processes BOOK CHAPTER published 2023 in Texts in Applied Mathematics |