Publications

My peer-reviewed publications.

See also my Google scholar or my DBLP page

2024

  1. CTMCs with Imprecisely Timed Observations
    In Tools and Algorithms for the Construction and Analysis of Systems 2024
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  2. A Stability-Based Abstraction Framework for Reach-Avoid Control of Stochastic Dynamical Systems with Unknown Noise Distributions
    Thom BadingsLicio RomaoAlessandro Abate, and Nils Jansen
    In European Control Conference (ECC) 2024
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  3. Learning-Based Verification of Stochastic Dynamical Systems with Neural Network Policies
    Thom Badings, Wietze Koops, Sebastian Junges, and Nils Jansen
    CoRR 2024
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  4. Robust Markov Decision Processes: A Place Where AI and Formal Methods Meet
    Marnix SuilenThom Badings, Eline M. Bovy, Parker David, and Nils Jansen
    2024
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  5. Data-Driven Yet Formal Policy Synthesis for Stochastic Nonlinear Dynamical Systems
    Mahdi Nazeri,  Thom Badings, Sadegh Soudjani, and Alessandro Abate
    Under submission 2024
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2023

  1. Probabilities Are Not Enough: Formal Controller Synthesis for Stochastic Dynamical Models with Epistemic Uncertainty
    Thom BadingsLicio RomaoAlessandro Abate, and Nils Jansen
    In AAAI 2023
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  2. Robust Control for Dynamical Systems with Non-Gaussian Noise via Formal Abstractions
    Journal of Artificial Intelligence Research 2023
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  3. Decision-Making Under Uncertainty: Beyond Probabilities
    Thom S. Badings, Thiago D. SimãoMarnix Suilen, and Nils Jansen
    Int J Softw Tools Technol Transfer (To appear) 2023
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  4. Efficient Sensitivity Analysis for Parametric Robust Markov Chains
    Thom BadingsSebastian Junges, Ahmadreza Marandi, Ufuk Topcu, and Nils Jansen
    In CAV 2023
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  5. QEST
    Formal Controller Synthesis for Markov Jump Linear Systems with Uncertain Dynamics
    Luke Rickard, Thom S. Badings, Licio Romao, and Alessandro Abate
    In QEST 2023
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  6. Correct-by-Construction Control for Stochastic and Uncertain Dynamical Models via Formal Abstractions
    Thom BadingsNils JansenLicio Romao, and Alessandro Abate
    In FMAS@iFM 2023
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  7. Correct-by-Construction Reach-Avoid Control of Partially Observable Linear Stochastic Systems
    ArXiv preprint 2023
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2022

  1. Sampling-Based Robust Control of Autonomous Systems with Non-Gaussian Noise
    In AAAI (distinguished paper) 2022
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  2. Scenario-Based Verification of Uncertain Parametric MDPs
    Int J Softw Tools Technol Transfer 2022
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  3. Sampling-Based Verification of CTMCs with Uncertain Rates
    In CAV 2022
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2021

  1. Balancing Wind and Batteries: Towards Predictive Verification of Smart Grids
    Thom BadingsArnd HartmannsNils Jansen, and Marnix Suilen
    In NFM 2021
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2020

  1. Data validation and reconciliation for error correction and gross error detection in multiphase allocation systems
    Thom Badings, and Dennis S. van Putten
    Journal of Petroleum Science and Engineering 2020
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  2. Demand Flexibility Management for Buildings-to-Grid Integration with Uncertain Generation
    Vahab Rostampour,  Thom Badings, and Jacquelien M. A. Scherpen
    ENERGIES Dec 2020
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2019

  1. Distributed Building Energy Storage Units for Frequency Control Service in Power Systems
    Thom Badings, Vahab Rostampour, and Jacquelien M.A. Scherpen
    IFAC-PapersOnLine Dec 2019
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  2. Buildings-to-Grid Integration with High Wind Power Penetration
    Vahab Rostampour,  Thom Badings, and Jacquelien M. A. Scherpen
    In CDC Dec 2019
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