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<span class="CEURVOLNR">Vol-2987</span> <br>
<span class="CEURURN">urn:nbn:de:0074-2987-2</span>
<p class="unobtrusive copyright" style="text-align: justify">Copyright &copy; JJJJ for 
the individual papers by the papers' authors. 
Copyright &copy; <span class="CEURPUBYEAR">JJJJ</span> for the volume
as a collection by its editors.
This volume and its papers are published under the
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<h1><a href="https://overlay.uniud.it/workshop/2021"><span class="CEURVOLACRONYM">OVERLAY 2021</span></a><br>
<span class="CEURVOLTITLE">3rd Workshop on Artificial Intelligence and Formal Verification, Logic, Automata, and Synthesis</span></h1>
<br>

<h3>
<span class="CEURFULLTITLE">Proceedings of the 3rd Workshop on Artificial Intelligence and Formal Verification, Logic, Automata, and Synthesis</span><br>
hosted by the Twelfth International Symposium on Games, Automata, Logics, and Formal Verification 
(<span class="CEURCOLOCATED">GandALF&nbsp;2021</span>)<br>
</h3>
<h3><span class="CEURLOCTIME">Padua, Italy, September 22, 2021</span>.</h3> 
<br>
<b> Edited by </b>
<h3>
<a href="https://users.dimi.uniud.it/~dario.dellamonica/"><span class="CEURVOLEDITOR">Dario Della Monica</span></a> *<br>
<a href="http://www.di.unito.it/~pozzato/"><span class="CEURVOLEDITOR">Gian Luca Pozzato</span></a> **<br>
<a href="https://sites.google.com/view/enricoscalashomepage/"><span class="CEURVOLEDITOR">Enrico Scala</span></a> ***<br>
</h3>

* <a href="https://istc.cnr.it/">University of Udine</a>,
    Department of Mathematics, Computer Science and Physics, Udine, Italy <br>
** <a href="https://www.univr.it">University of Turin</a>,
    Department of Computer Science, Turin, Italy<br>
*** <a href="http://www.uniroma4.it/">University of Brescia</a>,
    Dipartimento di Ingegneria dell'Informazione, Brescia, Italy <br>
<br>

<hr>

<br><br><br>

  <div class="CEURTOC">
    <h2> Table of Contents </h2>

    <ul>
      <li id="xcoverpage">
        <a href="xcoverpage.pdf">Cover Page and Table of Contents</a>
      </li>
      <li id="xpreface">
        <a href="xpreface.pdf">Preface</a>
        <br>
        Summary: There were <span class="CEURSUBMITTEDPAPERS">22</span> papers
        submitted for peer-review to this workshop. Out of these, 
        <span class="CEURACCEPTEDPAPERS">21</span> papers were accepted for 
        this volume, <span class="CEURACCEPTEDREGULARPAPERS">0</span> as 
        regular papers and <span class="CEURACCEPTEDSHORTPAPERS">21</span> as 
        short papers.
      </li>
      <li id="xinvited">
        <a href="xinvited.pdf">Invited Talk Abstract</a>
      </li>
    </ul>
    <br>

    <h3>
      <span class="CEURSESSION">Short Papers Technical Track</span>
    </h3>
      <ul>
        <li id="paper1">
          <a href="paper1.pdf">
            <span class="CEURTITLE">Planning with Global State Constraints for Urban Traffic Control</span>
          </a>
          <span class="CEURPAGES">1-5</span> <br>
        <span class="CEURAUTHOR">Franc Ivankovic</span>,
        <span class="CEURAUTHOR">Marco Roveri</span>
        </li>
      </ul>
      <ul>
        <li id="paper2">
          <a href="paper2.pdf">
            <span class="CEURTITLE">BLACK: A Fast, Flexible and Reliable LTL Satisfiability Checker</span>
          </a>
          <span class="CEURPAGES">7-12</span> <br>
        <span class="CEURAUTHOR">Luca Geatti</span>,
        <span class="CEURAUTHOR">Nicola Gigante</span>,
        <span class="CEURAUTHOR">Angelo Montanari</span>
        </li>
      </ul>
      <ul>
        <li id="paper3">
          <a href="paper3.pdf">
            <span class="CEURTITLE">Automated Planning Through Program Verification</span>
          </a>
          <span class="CEURPAGES">13-17</span> <br>
        <span class="CEURAUTHOR">Salvatore La Torre</span>,
        <span class="CEURAUTHOR">Gennaro Parlato</span>
        </li>
      </ul>
      <ul>
        <li id="paper4">
          <a href="paper4.pdf">
            <span class="CEURTITLE">Rule-based Shield Synthesis for Partially Observable Monte Carlo Planning</span>
          </a>
          <span class="CEURPAGES">19-23</span> <br>
        <span class="CEURAUTHOR">Giulio Mazzi</span>,
        <span class="CEURAUTHOR">Alberto Castellini</span>,
        <span class="CEURAUTHOR">Alessandro Farinelli</span>
        </li>
      </ul>
      <ul>
        <li id="paper5">
          <a href="paper5.pdf">
            <span class="CEURTITLE">Dynamic Attack Trees</span>
          </a>
          <span class="CEURPAGES">25-29</span> <br>
        <span class="CEURAUTHOR">Aliyu Tanko Ali</span>,
        <span class="CEURAUTHOR">Damas Gruska</span>
        </li>
      </ul>
      <ul>
        <li id="paper6">
          <a href="paper6.pdf">
            <span class="CEURTITLE">Mining Temporal Networks: Results and Open Problems</span>
          </a>
          <span class="CEURPAGES">31-36</span> <br>
        <span class="CEURAUTHOR">Guido Sciavicco</span>,
        <span class="CEURAUTHOR">Tiziano Villa</span>,
        <span class="CEURAUTHOR">Matteo Zavatteri</span>
        </li>
      </ul>
      <ul>
        <li id="paper7">
          <a href="paper7.pdf">
            <span class="CEURTITLE">Multi-Frame Modal Symbolic Learning</span>
          </a>
          <span class="CEURPAGES">37-41</span> <br>
        <span class="CEURAUTHOR">Giovanni Pagliarini</span>,
        <span class="CEURAUTHOR">Guido Sciavicco</span>,
        <span class="CEURAUTHOR">Ionel Eduard Stan</span>
        </li>
      </ul>
      <ul>
        <li id="paper8">
          <a href="paper8.pdf">
            <span class="CEURTITLE">Automated Reasoning for Reinforcement Learning Agents in Structured Environments</span>
          </a>
          <span class="CEURPAGES">43-48</span> <br>
        <span class="CEURAUTHOR">Alessandro Gianola</span>,
        <span class="CEURAUTHOR">Marco Montali</span>,
        <span class="CEURAUTHOR">Matteo Papini</span>
        </li>
      </ul>
      <ul>
        <li id="paper9">
          <a href="paper9.pdf">
            <span class="CEURTITLE">Using Directional Arc Consistency with Asynchronous Forward-Bounding algorithm</span>
          </a>
          <span class="CEURPAGES">49-53</span> <br>
        <span class="CEURAUTHOR">Rachid Adrdor</span>,
        <span class="CEURAUTHOR">Lahcen Koutti</span>
        </li>
      </ul>
      <ul>
        <li id="paper10">
          <a href="paper10.pdf">
            <span class="CEURTITLE">Statistical Model Checking for the Analysis of Mission- and Safety-Critical Cyber-Physical Systems</span>
          </a>
          <span class="CEURPAGES">55-59</span> <br>
        <span class="CEURAUTHOR">Angela Pappagallo</span>
        </li>
      </ul>
      <ul>
        <li id="paper11">
          <a href="paper11.pdf">
            <span class="CEURTITLE">On the Parameterized Verification of Abstract Models of Contact Tracing Protocols</span>
          </a>
          <span class="CEURPAGES">61-66</span> <br>
        <span class="CEURAUTHOR">Sylvain Conchon</span>,
        <span class="CEURAUTHOR">Giorgio Delzanno</span>,
        <span class="CEURAUTHOR">Arnaud Sangnier</span>
        </li>
      </ul>
      <ul>
        <li id="paper12">
          <a href="paper12.pdf">
            <span class="CEURTITLE">Towards Learning From Graph Representable Formal Models</span>
          </a>
          <span class="CEURPAGES">67-71</span> <br>
        <span class="CEURAUTHOR">Marco S&auml;lzer</span>,
        <span class="CEURAUTHOR">Georg Siebert</span>
        </li>
      </ul>
      <ul>
        <li id="paper13">
          <a href="paper13.pdf">
            <span class="CEURTITLE">A Software Tool for the Formal Synthesis of Lyapunov Functions and Barrier Certificates using Neural Networks</span>
          </a>
          <span class="CEURPAGES">73-75</span> <br>
        <span class="CEURAUTHOR">Alessandro Abate</span>,
        <span class="CEURAUTHOR">Daniele Ahmed</span>,
        <span class="CEURAUTHOR">Alec Edwards</span>,
        <span class="CEURAUTHOR">Mirco Giacobbe</span>,
        <span class="CEURAUTHOR">Andrea Peruffo</span>
        </li>
      </ul>
      <ul>
        <li id="paper14">
          <a href="paper14.pdf">
            <span class="CEURTITLE">Ranking Model Checking Backends for Automated Selection via Classification and Regression Learning</span>
          </a>
          <span class="CEURPAGES">77-82</span> <br>
        <span class="CEURAUTHOR">Jannik Dunkelau</span>,
        <span class="CEURAUTHOR">Leo Baldus</span>
        </li>
      </ul>
      <ul>
        <li id="paper15">
          <a href="paper15.pdf">
            <span class="CEURTITLE">Preferential Reasoning with Typicality and Neural Network Models (Extended Abstract)</span>
          </a>
          <span class="CEURPAGES">83-89</span> <br>
        <span class="CEURAUTHOR">Laura Giordano</span>,
        <span class="CEURAUTHOR">Valentina Gliozzi</span>,
        <span class="CEURAUTHOR">Daniele Theseider Dupr&eacute;</span>
        </li>
      </ul>
      <ul>
        <li id="paper16">
          <a href="paper16.pdf">
            <span class="CEURTITLE">Reverse engineering with P-stable Abstractions</span>
          </a>
          <span class="CEURPAGES">91-95</span> <br>
        <span class="CEURAUTHOR">Anna Becchi</span>,
        <span class="CEURAUTHOR">Alessandro Cimatti</span>,
        <span class="CEURAUTHOR">Enea Zaffanella</span>
        </li>
      </ul>
      <ul>
        <li id="paper17">
          <a href="paper17.pdf">
            <span class="CEURTITLE">AI-guided optimal deployments of drone-intercepting systems in large critical areas</span>
          </a>
          <span class="CEURPAGES">97-101</span> <br>
        <span class="CEURAUTHOR">Marco Esposito</span>
        </li>
      </ul>
      <ul>
        <li id="paper18">
          <a href="paper18.pdf">
            <span class="CEURTITLE">QUGA - Quality Guarantees for Autoencoders</span>
          </a>
          <span class="CEURPAGES">103-107</span> <br>
        <span class="CEURAUTHOR">Benedikt B&ouml;ing</span>,
        <span class="CEURAUTHOR">Rajarshi Roy</span>,
        <span class="CEURAUTHOR">Daniel Neider</span>,
        <span class="CEURAUTHOR">Emmanuel M&uuml;ller</span>
        </li>
      </ul>
      <ul>
        <li id="paper19">
          <a href="paper19.pdf">
            <span class="CEURTITLE">Simulation-Based Synthesis of Personalised Therapies for Colorectal Cancer</span>
          </a>
          <span class="CEURPAGES">109-113</span> <br>
        <span class="CEURAUTHOR">Marco Esposito</span>,
        <span class="CEURAUTHOR">Leonardo Picchiami</span>
        </li>
      </ul>
    </div>
    <hr>

<span class="unobtrusive">
2021-10-17: submitted by Gian Luca Pozzato, 
            metadata incl. bibliographic data published under <A HREF="https://creativecommons.org/publicdomain/zero/1.0/">Creative Commons CC0</A><br>
<span class="CEURPUBDATE">2021-10-17</span>: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073)
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