Publications
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2018. ARCH-COMP18 Category Report: Stochastic Modelling. ARCH18. 5th International Workshop on Applied Verification of Continuous and Hybrid Systems. 54:71-103.
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2018. Temporal Logic Control of General Markov Decision Processes by Approximate Policy Refinement. IFAC Conference on Analysis and Design of Hybrid Systems.
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2017. Automated Experiment Design for Data-Efficient Verification of Parametric Markov Decision Processes. Quantitative Evaluation of Systems - 14th International Conference, {QEST} 2017, Berlin, Germany, September 5-7, 2017, Proceedings. :259–274.
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2017. Automated Experiment Design for Data-Efficient Verification of Parametric Markov Decision Processes. CoRR. abs/1707.01322
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2017. Certified policy synthesis for general Markov decision processes: An application in building automation systems. Perform. Eval.. 117:75–103.
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2017. Control refinement for discrete-time descriptor systems: a behavioural approach via simulation relations. CoRR. abs/1704.01672
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2017. Data-driven and model-based verification via Bayesian identification and reachability analysis. Automatica. 79:115–126.
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2017. Temporal logic control of general Markov decision processes by approximate policy refinement. CoRR. abs/1712.07622
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2017. Verification of General Markov Decision Processes by Approximate Similarity Relations and Policy Refinement. {SIAM} J. Control and Optimization. 55:2333–2367.
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2016. Data-Efficient Bayesian Verification of Parametric Markov Chains. Quantitative Evaluation of Systems - 13th International Conference, {QEST} 2016, Quebec City, QC, Canada, August 23-25, 2016, Proceedings. :35–51.
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2016. Experiment design for formal verification via stochastic optimal control. 2016 European Control Conference, {ECC} 2016, Aalborg, Denmark, June 29 - July 1, 2016. :427–432.
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2016. Verification of general Markov decision processes by approximate similarity relations and policy refinement. CoRR. abs/1605.09557
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2016. Verification of General Markov Decision Processes by Approximate Similarity Relations and Policy Refinement. Quantitative Evaluation of Systems - 13th International Conference, {QEST} 2016, Quebec City, QC, Canada, August 23-25, 2016, Proceedings. :227–243.
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