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Found 5,344 Documents (Results 1–100)

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Fast and asymptotic steering to a steady state for networks flows. (English) Zbl 07495287

Nielsen, Frank (ed.) et al., Geometric science of information. 5th international conference, GSI 2021, Paris, France, July 21–23, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12829, 860-868 (2021).
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On the computational efficiency of catalyst accelerated coordinate descent. (English) Zbl 07495079

Pardalos, Panos (ed.) et al., Mathematical optimization theory and operations research. 20th international conference, MOTOR 2021, Irkutsk, Russia, July 5–10, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12755, 176-191 (2021).
MSC:  90C25 90C40
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Special subclass of generalized semi-Markov decision processes with discrete time. (English) Zbl 1481.90307

Gentile, Claudio (ed.) et al., Graphs and combinatorial optimization: from theory to applications. Proceedings of the 18th Cologne-Twente workshop on graphs and combinatorial optimization (CTW2020), online, September 14–16, 2020. Cham: Springer. AIRO Springer Ser. 5, 375-386 (2021).
MSC:  90C40
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Randomness and elements of decision theory applied to signals. (English) Zbl 1479.94001

Cham: Springer (ISBN 978-3-030-90313-8/hbk; 978-3-030-90316-9/pbk; 978-3-030-90314-5/ebook). xvii, 242 p. (2021).
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On an approach to evaluation of health care programme by Markov decision model. (English) Zbl 1471.92156

Piunovskiy, Alexey (ed.) et al., Modern trends in controlled stochastic processes: theory and applications, V.III. Selected papers based on the presentations at the traditional Liverpool workshop on controlled stochastic processes, Liverpool, UK, July 2021. Cham: Springer. Emerg. Complex. Comput. 41, 341-354 (2021).
MSC:  92C50 90C40
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On finite approximations to Markov decision processes with recursive and nonlinear discounting. (English) Zbl 1478.90140

Piunovskiy, Alexey (ed.) et al., Modern trends in controlled stochastic processes: theory and applications, V.III. Selected papers based on the presentations at the traditional Liverpool workshop on controlled stochastic processes, Liverpool, UK, July 2021. Cham: Springer. Emerg. Complex. Comput. 41, 221-247 (2021).
MSC:  90C40 90C59
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Full gradient DQN reinforcement learning: a provably convergent scheme. (English) Zbl 1471.93287

Piunovskiy, Alexey (ed.) et al., Modern trends in controlled stochastic processes: theory and applications, V.III. Selected papers based on the presentations at the traditional Liverpool workshop on controlled stochastic processes, Liverpool, UK, July 2021. Cham: Springer. Emerg. Complex. Comput. 41, 192-220 (2021).
MSC:  93E35 90C40 68T07
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Robustness to approximations and model learning in MDPs and POMDPs. (English) Zbl 1471.93255

Piunovskiy, Alexey (ed.) et al., Modern trends in controlled stochastic processes: theory and applications, V.III. Selected papers based on the presentations at the traditional Liverpool workshop on controlled stochastic processes, Liverpool, UK, July 2021. Cham: Springer. Emerg. Complex. Comput. 41, 166-191 (2021).
MSC:  93E03 93B35 90C40
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Q-learning for distributionally robust Markov decision processes. (English) Zbl 1478.90138

Piunovskiy, Alexey (ed.) et al., Modern trends in controlled stochastic processes: theory and applications, V.III. Selected papers based on the presentations at the traditional Liverpool workshop on controlled stochastic processes, Liverpool, UK, July 2021. Cham: Springer. Emerg. Complex. Comput. 41, 108-128 (2021).
MSC:  90C40
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Controlled random walk: conjecture and counter-example. (English) Zbl 1478.90143

Piunovskiy, Alexey (ed.) et al., Modern trends in controlled stochastic processes: theory and applications, V.III. Selected papers based on the presentations at the traditional Liverpool workshop on controlled stochastic processes, Liverpool, UK, July 2021. Cham: Springer. Emerg. Complex. Comput. 41, 38-56 (2021).
MSC:  90C40 60G50
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First passage exponential optimality problem for semi-Markov decision processes. (English) Zbl 1471.93279

Piunovskiy, Alexey (ed.) et al., Modern trends in controlled stochastic processes: theory and applications, V.III. Selected papers based on the presentations at the traditional Liverpool workshop on controlled stochastic processes, Liverpool, UK, July 2021. Cham: Springer. Emerg. Complex. Comput. 41, 19-37 (2021).
MSC:  93E20 90C40
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Average cost Markov decision processes with semi-uniform Feller transition probabilities. (English) Zbl 1478.90141

Piunovskiy, Alexey (ed.) et al., Modern trends in controlled stochastic processes: theory and applications, V.III. Selected papers based on the presentations at the traditional Liverpool workshop on controlled stochastic processes, Liverpool, UK, July 2021. Cham: Springer. Emerg. Complex. Comput. 41, 1-18 (2021).
MSC:  90C40
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Hybrid control for learning motor skills. (English) Zbl 1471.93184

Lavalle, Steven M. (ed.) et al., Algorithmic foundations of robotics XIV. Proceedings of the fourteenth workshop on the algorithmic foundations of robotics. Cham: Springer. Springer Proc. Adv. Robot. 17, 450-466 (2021).
MSC:  93C85 93E20 90C40
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Imitation learning as \(f\)-divergence minimization. (English) Zbl 1469.68090

Lavalle, Steven M. (ed.) et al., Algorithmic foundations of robotics XIV. Proceedings of the fourteenth workshop on the algorithmic foundations of robotics. Cham: Springer. Springer Proc. Adv. Robot. 17, 313-329 (2021).
MSC:  68T05 90C40 94A17
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Multi-objective optimization of long-run average and total rewards. (English) Zbl 1467.68094

Groote, Jan Friso (ed.) et al., Tools and algorithms for the construction and analysis of systems. 27th international conference, TACAS 2021, held as part of the European joint conferences on theory and practice of software, ETAPS 2021, Luxembourg City, Luxembourg, March 27 – April 1, 2021. Proceedings. Part I. Cham: Springer. Lect. Notes Comput. Sci. 12651, 230-249 (2021).
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