Titlebook: Quantitative Evaluation of Systems and Formal Modeling and Analysis of Timed Systems; First International Jane Hillston,Sadegh Soudjani,Ma

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,On Parametric DBMs and Their Applications to Time Petri Nets,ndle than their split counterpart, they allow for better convergence..We have implemented both versions in Roméo, our tool for model-checking time Petri nets, and we compare the performance of the different polyhedron and (t)PDBM-based representations of symbolic states on several classical examples

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,Efficiently Computable Distance-Based Robustness for a Practical Fragment of STL,tions, such as those affecting exclusively a particular time window within a signal. Though we prove that computing . is NP-hard in general, we provide efficient algorithms for a practical fragment of STL. In particular, this fragment includes the key property of bounded response.

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,Multi-agent Path Finding for Timed Tasks Using Evolutionary Games,ry game theory (EGT) principles to train homogeneous multi-agent teams targeting homogeneous task objectives. We show how shared experiences of agents and EGT-based policy updates allow us to outperform state-of-the-art reinforcement learning (RL) methods in minimizing path length by nearly 30% in l

Minutes

What is Your Discount Factor?,iven their policy. A naive solution to this problem can be quite expensive. A classic result by Smallwood shows that the interval [0, 1) of possible discount factor can be partitioned into finitely many sub-intervals, such that the optimal policy remains the same for each such sub-interval. Furtherm

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0302-9743 al and practical aspects of systems with quantitative nature, such as probability, timing, and cost, and modeling, design and analysis of computational systems... .. .978-3-031-68415-9978-3-031-68416-6Series ISSN 0302-9743 Series E-ISSN 1611-3349

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Rance Cleaveland,Jeroen J. A. Keiren,Peter Fontanaogy...Chapter 2 is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com..978-3-031-56986-9978-3-031-56984-5Series ISSN 2731-4626 Series E-ISSN 2731-4634