Paper at CAV 2023

The paper entitled “Search and Explore: Symbiotic Policy Synthesis in POMDPs” by Roman Andriushchenko (Brno University of Technology), Alexander Bork, Milan Ceska (Brno), Sebastian Junges (Radboud University, Netherlands), Joost-Pieter Katoen and Filip Macak (Brno) has been accepted for presentation at the 33th Conference on Computer-Aided Verification in Paris. The paper presents a symbiotic anytime algorithm that tightly integrates a belief-based and an inductive approach for finite-state controller synthesis in POMDPs with total expected reward objectives.