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Salvatore Anzalone, Alessandro Farinelli, Alberto Finzi, Fulvio Mastrogiovanni (Eds.) Proceedings of the AIRO 2018 The 5th Italian Workshop on Artificial Intelligence and Robotics Workshop co-located with AI*IA 2018 Trento, Italy November 22-23, 2018 https://airo18.wordpress.com/ Copyright @2019 for the individual papers by the papers’ authors. Copying per- mitted for private and academic purposes. This volume is published and copy- righted by its editors. Editors’ addresses: Salvatore M. Anzalone Laboratoire de Cognition Humaine et Artificielle, Université Paris 8 2 Rue de la Liberté - 93526, Saint-Denis, France sanzalone@univ-paris8.fr Alessandro Farinelli Dipartimento di Informatica Università degli Studi di Verona, Ca Vignal 2, Strada le Grazie 15 - 37134, Verona, Italy alessandro.farinelli@univr.it Alberto Finzi Dipartimento di Ingegneria Elettrica e Tecnologie dell’Informazione Università degli Studi di Napoli Federico II via Claudio 21- 80125 Napoli, Italy alberto.finzi@unina.it Fulvio Mastrogiovanni Dipartimento di Informatica, Bioingegneria, Robotica e Ingegneria dei Sistemi Università degli Studi di Genova Via All’Opera Pia, 13 - 16145 Genova - Italy fulvio.mastrogiovanni@unige.it Preface The goal of the Italian workshop series on Artificial Intelligence and RObotics (AIRO) is to present, discuss and assess recent advances in the deployment of Artificial Intelligence (AI) methods in Robotics. AI principles and methods play a crucial role in several areas of the robotics research (e.g. field, service, social robotics, etc.) and are pervasively exploited at various levels of robot archi- tectures for different purposes: sensing and perception, reasoning and decision, learning, intelligent control, adaptive and social behavior, verification and valida- tion methods, etc. Starting from these diverse -yet intertwined- research fields, the AIRO workshop series aim at providing an established long-term Italian forum where the AI community and the Robotics community may find an inter- esting and stimulating common ground. This volume contains the proceedings of the third edition of the AIRO workshop1 , which was held in Trento, Italy, on November 22-23 2018. This edition of the AIRO workshop accepted 12 papers involving 42 authors. The program was structured into three sections Perception, Learning and Action, Interacting with Humans, and Socially Assistive Robots. The contributions covered several aspects of AI and Robotics in the areas of In- dustrial, Assistive and Field robotics robot and mainly concerned with the fol- lowing research topics: robot architectures, multi-agent systems, human-robot interaction, robot learing, knowledge representation, planning and scheduling, cognitive modeling, and user studies. The program of the workshop included also a Panel Session on AI for Robotics: issues and challenges with speakers: Francesco Amigoni (Associate Professor at Politecnico di Milano), Amedeo Cesta (Director of Research at CNR-ISTC), Ma- lik Ghallab (Emeritus Director of Research at LAAS CNRS), Luca Iocchi (Asso- ciate Professor at Sapienza, Università di Roma) and the keynote talk by Prof. Giulio Sandini, Director of Research at the Italian Institute of Technology (IIT) and full professor of bioengineering at the University of Genoa, titled Humane Robots - from Robots with a Humanoid Body to Robots with an Anthropomorphic Mind. The research topics and the results collected in these proceedings illustrate the work of an active and multidisciplinary research community and confirm the growing interest for a forum where AI and Robotics researchers can find a common ground. Salvatore Anzalone, Alessandro Farinelli, Alberto Finzi, Fulvio Mastrogiovanni Workshop Organizers 1 https://airo2018.wordpress.com/ Workshop Organization Chairs Salvatore Anzalone Université Paris 8 Alessandro Farinelli University of Verona Alberto Finzi University of Naples “Federico II” Fulvio Mastrogiovanni University of Genoa Program Committee Francesco Amigoni Politecnico di Milano Salvatore Anzalone Université Paris 8 Riccardo Caccavale University of Naples “Federico II” Alessandro Farinelli University of Verona Alberto Finzi University of Naples “Federico II” Luca Iocchi University of Rome “La Sapienza” Fulvio Mastrogiovanni University of Genoa Andrea Orlandini Institute of Cognitive Science and Technologies, CNR Giovanna Varni LTCI, Télécom ParisTech, Université Paris Saclay