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Controlled Markov Set‐chains with Set‐valued Rewards—The Average Case JOURNAL ARTICLE published January 2002 in International Transactions in Operational Research |
Bicausal Optimal Transport for Markov Chains via Dynamic Programming PROCEEDINGS ARTICLE published 12 July 2021 in 2021 IEEE International Symposium on Information Theory (ISIT) |
Non-asymptotic upper bounds on the probability of the e-atypical set for markov chains PROCEEDINGS ARTICLE published in International Symposium onInformation Theory, 2004. ISIT 2004. Proceedings. |
On optimal importance sampling for discrete-time Markov chains PROCEEDINGS ARTICLE published 2005 in Second International Conference on the Quantitative Evaluation of Systems (QEST'05) |
On Couple Thresholds of Optimal Identification of Two Independent Markov Chains Distributions PROCEEDINGS ARTICLE published 2010 in 2010 Second International Conference on Computer Research and Development |
Accelerating Interval Iteration for Expected Rewards in Markov Decision Processes PROCEEDINGS ARTICLE published 2020 in Proceedings of the 15th International Conference on Software Technologies |
Optimal Control of Markov Chains BOOK CHAPTER published 2000 in International Series in Operations Research & Management Science |
Multivariate Markov Chains BOOK CHAPTER published in International Series in Operations Research & Management Science |
Hidden Markov Chains BOOK CHAPTER published in International Series in Operations Research & Management Science |
Higher-order Markov Chains BOOK CHAPTER published in International Series in Operations Research & Management Science |
Discrete Markov Processes and Numerical Algorithms for Markov Chains BOOK CHAPTER published 2024 in International Series in Operations Research & Management Science |
A gradient method for computing optimal bang-bang controls JOURNAL ARTICLE published February 1974 in International Journal of Control |
Optimal initial choice of multipliers in the quasilinearization method for optimal control problems with bounded controls JOURNAL ARTICLE published July 1974 in International Journal of Control |
Jointly optimal quantization, estimation, and control of hidden markov chains PROCEEDINGS ARTICLE published in 42nd IEEE International Conference on Decision and Control (IEEE Cat. No.03CH37475) |
Sufficient conditions for optimal controls—use of generalized convexity† JOURNAL ARTICLE published March 1974 in International Journal of Control |
Discovery of Optimal Solution Horizons in Non-Stationary Markov Decision Processes with Unbounded Rewards JOURNAL ARTICLE published 25 May 2021 in Proceedings of the International Conference on Automated Planning and Scheduling |
Sub-optimal open-loop control of non-linear systems using approximations for the controls JOURNAL ARTICLE published August 1974 in International Journal of Control |
Clipping-off gradient algorithms to compute optimal controls with constrained magnitude JOURNAL ARTICLE published August 1974 in International Journal of Control |
Existence of optimal controls with frequency constraints in the absence of convexity JOURNAL ARTICLE published December 1974 in International Journal of Systems Science |
Optimal Kullback–Leibler approximation of Markov chains via nuclear norm regularisation JOURNAL ARTICLE published 18 August 2015 in International Journal of Systems Science |