January 01, 2026 conference-paper Open access Synthesizing POMDP Policies: Sampling Meets Model-Checking via Learning Lecture notes in computer science DOI: 10.1007/978-3-032-32526-6_18 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 0 References 6 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access The probabilistic model checker Storm 2021 International Journal on Software Tools for Technology Transfer article Computer Science Formal Methods in Verification Open access 246 citations Verification of Indefinite-Horizon POMDPs 2020 Lecture notes in computer science conference-paper Computer Science Formal Methods in Verification Open access 23 citations PAYNT: A Tool for Inductive Synthesis of Probabilistic Programs 2021 Lecture notes in computer science conference-paper Computer Science Formal Methods in Verification Open access 21 citations Under-Approximating Expected Total Rewards in POMDPs 2022 Lecture notes in computer science conference-paper Computer Science Formal Methods in Verification Open access 10 citations Search and Explore: Symbiotic Policy Synthesis in POMDPs 2023 Lecture notes in computer science conference-paper Computer Science Formal Methods in Verification Open access 7 citations Learning Explainable and Better Performing Representations of POMDP Strategies 2024 Lecture notes in computer science conference-paper Computer Science Reinforcement Learning in Robotics Open access 5 citations 6 results