Search Results for author: Marielle Stoelinga

Found 5 papers, 2 papers with code

Robust Control for Dynamical Systems With Non-Gaussian Noise via Formal Abstractions

1 code implementation4 Jan 2023 Thom Badings, Licio Romao, Alessandro Abate, David Parker, Hasan A. Poonawala, Marielle Stoelinga, Nils Jansen

This iMDP is, with a user-specified confidence probability, robust against uncertainty in the transition probabilities, and the tightness of the probability intervals can be controlled through the number of samples.

Continuous Control

Automatic inference of fault tree models via multi-objective evolutionary algorithms

no code implementations6 Apr 2022 Lisandro A. Jimenez-Roa, Tom Heskes, Tiedo Tinga, Marielle Stoelinga

Fault tree analysis is a well-known technique in reliability engineering and risk assessment, which supports decision-making processes and the management of complex systems.

Decision Making Evolutionary Algorithms +1

Sampling-Based Robust Control of Autonomous Systems with Non-Gaussian Noise

no code implementations25 Oct 2021 Thom S. Badings, Alessandro Abate, Nils Jansen, David Parker, Hasan A. Poonawala, Marielle Stoelinga

We use state-of-the-art verification techniques to provide guarantees on the iMDP, and compute a controller for which these guarantees carry over to the autonomous system.

Correct-by-construction reach-avoid control of partially observable linear stochastic systems

1 code implementation3 Mar 2021 Thom Badings, Hasan A. Poonawala, Marielle Stoelinga, Nils Jansen

By construction, any policy on the abstraction can be refined into a piecewise linear feedback controller for the LTI system.

Continuous Control

Modeling and Verification of the Bitcoin Protocol

no code implementations13 Nov 2015 Kaylash Chaudhary, Ansgar Fehnker, Jaco van de Pol, Marielle Stoelinga

Bitcoin keeps a ledger of all transactions; the majority of the participants decides on the correct ledger.

Logic in Computer Science Cryptography and Security

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