Safety-Constrained Reinforcement Learning for MDPs

Sebastian Junges, Nils Jansen 0001, Christian Dehnert, Ufuk Topcu, Joost-Pieter Katoen. Safety-Constrained Reinforcement Learning for MDPs. In Marsha Chechik, Jean-François Raskin, editors, Tools and Algorithms for the Construction and Analysis of Systems - 22nd International Conference, TACAS 2016, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2016, Eindhoven, The Netherlands, April 2-8, 2016, Proceedings. Volume 9636 of Lecture Notes in Computer Science, pages 130-146, Springer, 2016. [doi]

Abstract

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