|  | Vol-2509 urn:nbn:de:0074-2509-5 Copyright © 2020 for the individual papers by the papers' authors. Copyright © 2020 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# OVERLAY 2019
Artificial Intelligence and Formal Verification, Logic, Automata, and Synthesis

### Proceedings of the 1st Workshop on Artificial Intelligence and Formal Verification, Logic, Automata, and Synthesis
co-located with the 18th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2019)

### Rende, Italy, November 19‐20, 2019.

Edited by

### Nicola Gigante *
Federico Mari **
AndreA Orlandini ***

* University of Udine, Department of Mathematics, Computer Science and Physics, Udine, Italy
** University of Rome Foro Italico, Department of Movement, Human and Health Sciences, Rome, Italy
*** National Research Council, Institute of Cognitive Sciences and Technologies, Rome, Italy

## Table of Contents

- Cover Page and Table of Contents
- Preface

### Invited Talk

- Towards Verifiable and Safe Model-Free Reinforcement Learning 1
  Mohammadhosein Hasanbeig, Daniel Kroening, Alessandro Abate

### Technical Track (Short Papers)

- Model Checking BDI Logics over Finite-state Worlds 11-16
  Salvatore La Torre, Gennaro Parlato

- In Silico Clinical Trials through AI and Statistical Model Checking 17-22
  Vadim Alimguzhin, Toni Mancini, Annalisa Massini, Stefano Sinisi, Enrico Tronci

- Tableau-based Decision Procedure for the Logic SCI 23-28
  Joanna Golińska-Pilarek, Michał Zawidzki

- Automated Verification of Noisy Nonlinear Cyber-Physical Systems with Ariadne 29-34
  Davide Bresolin, Luca Geretti, Tiziano Villa

- Towards the Automated Verification of Publish/Subscribe Networks 35-40
  Giorgio Delzanno

- Verification with Answer Set Programming, Reasoning about Actions and Change, Constraints and Ontologies 41-46
  Laura Giordano, Alberto Martelli, Daniele Theseider Dupré

- Pushing Runtime Verification to the Limit: May Process Semantics Be With Us 47-52
  Dario Della Monica, Adrian Francalanza

- Preference Theories on Weak Orders 53-58
  Marco Faella, Luigi Sauro

- Robustness Verification of Decision Tree Ensembles 59-64
  Francesco Ranzato, Marco Zanella

- Towards Interval Temporal Logic Rule-Based Classification 65-70
  Estrella Lucena-Sánchez, Emilio Muñoz-Velasco, Guido Sciavicco, Ionel Eduard Stan, Alessandro Vaccari

- Pairing Monitoring with Machine Learning for Smart System Verification and Predictive Maintenance 71-76
  Andrea Brunello, Dario Della Monica, Angelo Montanari

- Strong Controllability of Temporal Networks with Decisions 77-82
  Matteo Zavatteri, Romeo Rizzi, Tiziano Villa

- Complexity of Weak, Strong and Dynamic Controllability of CNCUs 83-88
  Matteo Zavatteri, Romeo Rizzi, Tiziano Villa

- A Prototype for the Robust Execution of Flexible Plans 89-93
  Annarita Lanzilli, Marta Cialdea Mayer, Amedeo Cesta, Andrea Orlandini, Alessandro Umbrico

- Control Software Synthesis for Cyber-Physical Systems with QKS 95-100
  Vadim Alimguzhin, Federico Mari, Igor Melatti

- Optimization and Multistage Systems. The Thawing Case 101-106
  Eleonora Pippia, Arianna Bozzato, Emidio Tiberi, Riccardo Furlanetto, Alberto Policriti

2020-02-26: submitted by Nicola Gigante, metadata incl. bibliographic data published under Creative Commons CC0
2020-03-03: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|