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5th SNR 2019: Montreal, QC, Canada
- Sriram Sankaranarayanan, Sadegh Soudjani:

Proceedings of the Fifth International Workshop on Symbolic-Numeric methods for Reasoning about CPS and IoT, SNR '19, Montreal, Quebec, Canada, April 15, 2019. ACM 2019, ISBN 978-1-4503-6697-7 - Henk Blom:

Symbolic-numeric methods in reasoning about the design of future air traffic management. 1-2 - Abolfazl Lavaei

, Majid Zamani:
Compositional finite abstractions for large-scale stochastic switched systems. 3-5 - Nils Jansen

, Sebastian Junges, Joost-Pieter Katoen, Tim Quatmann
, Bernd Becker
, Ralf Wimmer, Leonore Winterer:
Correct-by-construction policies for POMDPs. 6-8 - Abraham P. Vinod, Vignesh Sivaramakrishnan, Meeko M. K. Oishi

:
Sampling-free enforcement of non-gaussian chance constraints via fourier transforms. 9-11 - Sofie Haesaert, Sadegh Soudjani:

Achievements in correct-by-design control for stochastic systems. 12-15 - Ernst Moritz Hahn, Mateo Perez, Sven Schewe, Fabio Somenzi, Ashutosh Trivedi, Dominik Wojtczak:

Limit reachability for model-free reinforcement learning of ω-regular objectives. 16-18 - Xin Qin, Jyotirmoy V. Deshmukh:

Preview of predictive monitoring for signal temporal logic with probabilistic guarantees. 19-21 - Alireza Inanlouganji, Shakiba Yaghoubi, Georgios Fainekos

, Giulia Pedrielli
:
Falsification of cyber-physical systems through multi-fidelity stochastic optimization. 22-23 - Dung T. Phan, Nicola Paoletti

, Timothy Zhang, Radu Grosu, Scott A. Smolka, Scott D. Stoller:
Neural state classification for hybrid systems. 24-27

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