Publications
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2017. Aggregated Markov Models of a Heterogeneous Population of Photovoltaic Panels. Quantitative Evaluation of Systems - 14th International Conference, {QEST} 2017, Berlin, Germany, September 5-7, 2017, Proceedings. :72–87.
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2016. Approximate Policy Iteration for Markov Decision Processes via Quantitative Adaptive Aggregations. Automated Technology for Verification and Analysis - 14th International Symposium, {ATVA} 2016, Chiba, Japan, October 17-20, 2016, Proceedings. :13–31.
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2017. {ARCH-COMP17} Category Report: Hybrid Systems with Piecewise Constant Dynamics. {ARCH17.} 4th International Workshop on Applied Verification of Continuous and Hybrid Systems, collocated with Cyber-Physical Systems Week (CPSWeek) on April 17, 2017 in Pittsburgh, PA, {USA}. :124–133.
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2018. ARCH-COMP18 Category Report: Hybrid Systems with Piecewise Constant Dynamics. ARCH18. 5th International Workshop on Applied Verification of Continuous and Hybrid Systems.
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2018. Assessment of Maintenance Policies for Smart Buildings: Application of Formal Methods to Fault Maintenance Trees. Fourth european conference of the prognostics and health management society 2018.
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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 Formal Synthesis of Digital Controllers for State-Space Physical Plants. Computer Aided Verification - 29th International Conference, {CAV} 2017, Heidelberg, Germany, July 24-28, 2017, Proceedings, Part {I}. :462–482.
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2019. Bayes-Adaptive Planning for Data-Efficient Verification of Uncertain Markov Decision Processes. Quantitative Evaluation of Systems.
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2018. Benchmarks for cyber-physical systems: A modular model library for buildings automation. IFAC Conference on Analysis and Design of Hybrid Systems.
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2019. Bounded Model Checking of Max-Plus Linear Systems via Predicate Abstractions. Formal Modeling and Analysis of Timed Systems.
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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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2017. DSSynth: an automated digital controller synthesis tool for physical plants. Proceedings of the 32nd {IEEE/ACM} International Conference on Automated Software Engineering, {ASE} 2017, Urbana, IL, USA, October 30 - November 03, 2017. :919–924.
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2016. Efficient {HVAC} controls: {A} symbolic approach. 2016 European Control Conference, {ECC} 2016, Aalborg, Denmark, June 29 - July 1, 2016. :1159–1164.
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2017. Efficient Probabilistic Model Checking of Smart Building Maintenance using Fault Maintenance Trees. In Proceedings of the 4th International Conference on Systems for Energy-Efficient Built Environments.
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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. Formal and Data Association Aware Robust Belief Space Planning. {STAIRS} 2016 - Proceedings of the Eighth European Starting {AI} Researcher Symposium, The Hague, The Netherlands, August 29-30, 2016. :87–98.
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2017. Formal verification of complex systems: model-based and data-driven methods. Proceedings of the 15th {ACM-IEEE} International Conference on Formal Methods and Models for System Design, {MEMOCODE} 2017, Vienna, Austria, September 29 - October 02, 2017. :91–93.
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2018. Impact of Solar Panels and Cooling Devices on Frequency Control After a Generation Loss Incident. 2018 IEEE Conference on Decision and Control (CDC).
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2019. Logically-Constrained Neural Fitted Q-Iteration. Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems.
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2018. Logically-Constrained Reinforcement Learning. CoRR. abs/1801.08099
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2019. Model-based Formal Reliability Analysis of Grid Dynamics with Solar Energy Sources. Proc. 15th Int. Workshop on Advanced Control and Diagnosis.
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2018. Modelling Smart Buildings using Fault Maintenance Trees. 15th European Performance Engineering Workshop.
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2017. Multi-objective optimal control with safety as a priority. Proceedings of the 8th International Conference on Cyber-Physical Systems, {ICCPS} 2017, Pittsburgh, Pennsylvania, USA, April 18-20, 2017. :25–36.
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2017. Optimal robust control and a separation principle for polytopic time-inhomogeneous Markov jump linear systems. 56th {IEEE} Annual Conference on Decision and Control, {CDC} 2017, Melbourne, Australia, December 12-15, 2017. :6525–6530.
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2017. Reachability Computation for Switching Diffusions: Finite Abstractions with Certifiable and Tuneable Precision. Proceedings of the 20th International Conference on Hybrid Systems: Computation and Control, {HSCC} 2017, Pittsburgh, PA, USA, April 18-20, 2017. :55–64.
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