Robustness of Policies in Constrained Markov Decision Processes
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Publication:5281807
DOI10.1109/TAC.2006.872754zbMath1366.90219WikidataQ59313611 ScholiaQ59313611MaRDI QIDQ5281807
Alexander Zadorojniy, Adam Shwartz
Publication date: 27 July 2017
Published in: IEEE Transactions on Automatic Control (Search for Journal in Brave)
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Finite horizon optimal control of discrete-time nonlinear systems with unfixed initial state using adaptive dynamic programming ⋮ Convergence of controlled models and finite-state approximation for discounted continuous-time Markov decision processes with constraints ⋮ Constrained Markov decision processes with uncertain costs ⋮ Potentials based optimization with embedded Markov chain for stochastic constrained system ⋮ Discounted continuous-time constrained Markov decision processes in Polish spaces ⋮ Constrained Markov decision processes in Borel spaces: from discounted to average optimality ⋮ Sensitivity analysis and optimal ultimately stationary deterministic policies in some constrained discounted cost models
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