Gradient-Descent for Randomized Controllers Under Partial Observability

Linus Heck, Jip Spel, Sebastian Junges, Joshua Moerman, Joost-Pieter Katoen. Gradient-Descent for Randomized Controllers Under Partial Observability. In Bernd Finkbeiner, Thomas Wies, editors, Verification, Model Checking, and Abstract Interpretation - 23rd International Conference, VMCAI 2022, Philadelphia, PA, USA, January 16-18, 2022, Proceedings. Volume 13182 of Lecture Notes in Computer Science, pages 127-150, Springer, 2022. [doi]

Abstract

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