|  | Vol-3913 urn:nbn:de:0074-3913-X Copyright © 2024 for the individual papers by the papers' authors. Copyright © 2024 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).

# AIQxQIA 2024
AI for Quantum and Quantum for AI 2024

### Proceedings of the International Workshop on AI for Quantum and Quantum for AI (AIQxQIA 2024)
co-located with 23rd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2024)

### November 25 - November 28, 2024, Free University of Bolzano, Bolzano, Italy.

Edited by

### Marco Baioletti 1
Miguel Angel Gonzalez 2
Angelo Oddi 3
Riccardo Rasconi 3
Ramiro Varela 2

1 University of Perugia, Italy
2 University of Oviedo, Spain
3 National Research Council (CNR), Italy

## Table of Contents

- AIQxQIA 2024 Front Matter
- Preface
  Summary: There were 13 papers submitted for peer-review to this workshop. Out of these, 6 papers were selected for this volume, 3 as regular papers, 2 as short papers, and 1 as extended abstract.

- Parameter Prediction for Variational Quantum Algorithms through Sequence Modeling (Short Paper)
  Corrado Loglisci, Vito Losavio, Berardina De Carolis, Marjana Skenduli, Donato Malerba
- An Application of Reinforcement Learning for Minor Embedding in Quantum Annealing (Short Paper)
  Riccardo Nembrini, Maurizio Ferrari Dacrema, Paolo Cremonesi
- Exploring the Role of Hamiltonian Expressibility in Ansatz Selection for Variational Quantum Algorithms (Extended Abstract)
  Filippo Brozzi, Gloria Turati, Maurizio Ferrari Dacrema, Paolo Cremonesi
- A Two-Phase Quantum Algorithmfor the Partial Max-CSP
  Marco Baioletti, Fabrizio Fagiolo, Angelo Oddi, Riccardo Rasconi
- Enumerating Extensions in Abstract Argumentation by Using QUBO
  Marco Baioletti, Fabio Rossi, Francesco Santini
- Reinforcement Learning for Variational Quantum Circuit Design
  Simone Foderà, Gloria Turati, Riccardo Nembrini, Maurizio Ferrari Dacrema, Paolo Cremonesi

2025-01-29: submitted by Riccardo Rasconi, metadata incl. bibliographic data published under Creative Commons CC0
2025-02-04: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|