Safe reinforcement learning via shielding M Alshiekh, R Bloem, R Ehlers, B Könighofer, S Niekum, U Topcu Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018 | 681 | 2018 |
Shield synthesis: Runtime enforcement for reactive systems R Bloem, B Könighofer, R Könighofer, C Wang International conference on tools and algorithms for the construction and …, 2015 | 133 | 2015 |
Formal verification of masked hardware implementations in the presence of glitches R Bloem, H Groß, R Iusupov, B Könighofer, S Mangard, J Winter Advances in Cryptology–EUROCRYPT 2018: 37th Annual International Conference …, 2018 | 126 | 2018 |
Safe reinforcement learning using probabilistic shields N Jansen, B Könighofer, S Junges, A Serban, R Bloem 31st International Conference on Concurrency Theory (CONCUR 2020), 2020 | 93 | 2020 |
Synthesizing robust systems R Bloem, K Chatterjee, K Greimel, TA Henzinger, G Hofferek, ... Acta Informatica 51, 193-220, 2014 | 90 | 2014 |
Shield synthesis B Könighofer, M Alshiekh, R Bloem, L Humphrey, R Könighofer, U Topcu, ... Formal Methods in System Design 51, 332-361, 2017 | 75 | 2017 |
Shielded decision-making in MDPs N Jansen, B Könighofer, S Junges, R Bloem arXiv preprint arXiv:1807.06096, 1, 2018 | 49 | 2018 |
Shield synthesis for reinforcement learning B Könighofer, F Lorber, N Jansen, R Bloem Leveraging Applications of Formal Methods, Verification and Validation …, 2020 | 45 | 2020 |
Run-time optimization for learned controllers through quantitative games G Avni, R Bloem, K Chatterjee, TA Henzinger, B Könighofer, S Pranger Computer Aided Verification: 31st International Conference, CAV 2019, New …, 2019 | 44 | 2019 |
Adaptive shielding under uncertainty S Pranger, B Könighofer, M Tappler, M Deixelberger, N Jansen, R Bloem 2021 American Control Conference (ACC), 3467-3474, 2021 | 21 | 2021 |
Synthesis of minimum-cost shields for multi-agent systems S Bharadwaj, R Bloem, R Dimitrova, B Konighofer, U Topcu 2019 American Control Conference (ACC), 1048-1055, 2019 | 21 | 2019 |
Synthesis of synchronization using uninterpreted functions R Bloem, G Hofferek, B Könighofer, R Könighofer, S Außerlechner, ... 2014 Formal Methods in Computer-Aided Design (FMCAD), 35-42, 2014 | 21 | 2014 |
Synthesizing multiple boolean functions using interpolation on a single proof G Hofferek, A Gupta, B Könighofer, JHR Jiang, R Bloem 2013 Formal Methods in Computer-Aided Design, 77-84, 2013 | 20 | 2013 |
Online shielding for stochastic systems B Könighofer, J Rudolf, A Palmisano, M Tappler, R Bloem NASA Formal Methods Symposium, 231-248, 2021 | 18 | 2021 |
Synthesizing robust systems with RATSY R Bloem, HJ Gamauf, G Hofferek, B Könighofer, R Könighofer arXiv preprint arXiv:1207.1268, 2012 | 18 | 2012 |
Synthesis of admissible shields L Humphrey, B Könighofer, R Könighofer, U Topcu Hardware and Software: Verification and Testing: 12th International Haifa …, 2016 | 14 | 2016 |
Search-based testing of reinforcement learning M Tappler, FC Córdoba, BK Aichernig, B Könighofer arXiv preprint arXiv:2205.04887, 2022 | 13 | 2022 |
Safe reinforcement learning via probabilistic shields N Jansen, B Könighofer, S Junges, AC Serban, R Bloem arXiv preprint arXiv:1807.06096, 2018 | 10 | 2018 |
TEMPEST-synthesis tool for reactive systems and shields in probabilistic environments S Pranger, B Könighofer, L Posch, R Bloem Automated Technology for Verification and Analysis: 19th International …, 2021 | 9 | 2021 |
It's Time to Play Safe: Shield Synthesis for Timed Systems R Bloem, PG Jensen, B Könighofer, KG Larsen, F Lorber, A Palmisano arXiv preprint arXiv:2006.16688, 2020 | 9 | 2020 |