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Multi-Agent Systems and Agreement Technologies: 14th European Conference, EUMAS 2016, and 4th International Conference, AT 2016, Valencia, Spain, December 15-16, 2016, Revised Selected Papers PDF

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Natalia Criado Pacheco Carlos Carrascosa Nardine Osman Vicente Julián Inglada (Eds.) 7 0 2 0 Multi-Agent Systems 1 I A and Agreement Technologies N L 14th European Conference, EUMAS 2016 and 4th International Conference, AT 2016 Valencia, Spain, December 15–16, 2016 Revised Selected Papers 123 fi Lecture Notes in Arti cial Intelligence 10207 Subseries of Lecture Notes in Computer Science LNAI Series Editors Randy Goebel University of Alberta, Edmonton, Canada Yuzuru Tanaka Hokkaido University, Sapporo, Japan Wolfgang Wahlster DFKI and Saarland University, Saarbrücken, Germany LNAI Founding Series Editor Joerg Siekmann DFKI and Saarland University, Saarbrücken, Germany More information about this series at http://www.springer.com/series/1244 Natalia Criado Pacheco Carlos Carrascosa (cid:129) á Nardine Osman Vicente Juli n Inglada (Eds.) (cid:129) Multi-Agent Systems and Agreement Technologies 14th European Conference, EUMAS 2016 and 4th International Conference, AT 2016 – Valencia, Spain, December 15 16, 2016 Revised Selected Papers 123 Editors Natalia Criado Pacheco Nardine Osman King’sCollege London ArtificialIntelligence Research Institute London (IIIA-CSIC) UK Barcelona Spain Carlos Carrascosa Polytechnic University ofValencia Vicente Julián Inglada Valencia Polytechnic University ofValencia Spain Valencia Spain ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notesin Artificial Intelligence ISBN 978-3-319-59293-0 ISBN978-3-319-59294-7 (eBook) DOI 10.1007/978-3-319-59294-7 LibraryofCongressControlNumber:2017943035 LNCSSublibrary:SL7–ArtificialIntelligence ©SpringerInternationalPublishingAG2017 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbookare believedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsortheeditors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictionalclaimsin publishedmapsandinstitutionalaffiliations. Printedonacid-freepaper ThisSpringerimprintispublishedbySpringerNature TheregisteredcompanyisSpringerInternationalPublishingAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface This volume contains revised versions of the papers presented at the 14th European Conference on Multi-Agent Systems (EUMAS 2016) and the 4th International Con- ference on Agreement Technologies (AT 2016), which were both held in Valencia during December 15–16, 2016. EUMAS 2016 followed the tradition of previous edi- tions (Oxford 2003, Barcelona 2004, Brussels 2005, Lisbon 2006, Hammamet 2007, Bath 2008, Agia Napa 2009, Paris 2010, Maastricht 2011, Dublin 2012, Toulouse 2013,Prague2014,andAthens2015)inaimingtoprovidetheprimeEuropean forum for presenting and discussing agents research as the annual designated event of the EuropeanAssociationofMulti-AgentSystems(EURAMAS).AT2016wasthefourth instalmentinaseriesofevents(afterDubrovnik2012,Beijing2013,andAthens2015) that focus on bringing together researchers and practitioners working on computer systems inwhichautonomoussoftwareagentsinteract,typicallyonbehalfofhumans, inordertocometomutuallyacceptableagreements.Awidescopeoftechnologiescan help providethesupportneeded for reachingmutuallyacceptable agreements, suchas argumentation and negotiation, trust and reputation, computational social choice, coalition and team formation, coordination and distributed decision-making, and semantic alignment, to name a few. Thisyear,forthesecondtime,botheventswereco-locatedandrunasasingle,joint event. This joint organization aimed to encourage and continue cross-fertilization amongthebroaderEUMASandthemorespecializedATcommunities,andtoprovide a richer and more attractive program to participants. While the technical program was put together by their independent committees into conference-specific thematic ses- sions, they shared keynote talks and aligned their schedules to minimize overlap and enable participants to make the best possible use of the combined program of the two conferences. Traditionally, both conference series have always followed a spirit of providing a forum for discussion and an annual opportunity for primarily European researcherstomeetandexchangeideas.Forthisreason,theyhavealways encouraged submission of papers that report on both early and mature research. The peer-review processescarriedoutbybothconferencesputgreatemphasisonensuringahighquality of accepted contributions. The EUMAS Program Committee accepted 17 submissions (32.7%)asfullpapersandanother16submissions(30.8%)asshortpapersoutofatotal of 52 submissions. The AT review process resulted in the acceptance of seven full (43.8%) and three short papers (18.8%) out of16 submissions overall.This volumeis structuredasfollows:Inthefirstpart,wepresentthetwoinvitedpapers;inthesecond, wepresenttheEUMASpapers,andinthethirdwepresenttheATpapers.Thepapers of each part are then grouped into thematic areas, where we first present full papers, followed by short papers. For the EUMAS papers, the thematic areas are: VI Preface – Agent and Multi-agent System Models – Algorithms – Applications – Simulations – Theoretical Studies For AT, the thematic areas are: – Algorithms and Frameworks – Applications – Philosophical and Theoretical Studies The editors would like to thank all authors for submitting to EUMAS and AT, all participants, the invited speakers, the members of the Program Committees, and the additional reviewers for putting together strong programs. We also thank the local organizersfortheirhardworkorganizingtheevents.Finally,wewouldliketoexpress ourgratitudetothesponsorsoftheconferences,theEuropeanAssociationforArtificial Intelligence (EurAi), the Universitat Politecnica de Valencia, the Escuela Técnica Superior de Ingeniería Informática, and the Artificial Intelligence journal for their generous support, without which this event would not have been possible. March 2017 Natalia Criado Carlos Carrascosa Nardine Osman Vicente Julian Organization EUMAS 2016 Co-chairs Natalia Criado King’s College London, UK Carlos Carrascosa Universitat Politècnica de València, Spain AT 2016 Co-chairs Nardine Osman Artificial Intelligence Research Institute, Spain Vicente Julian Universitat Politècnica de València, Spain EUMAS 2016 Program Committee Alessandro Ricci University of Bologna, Italy Alessio Lomuscio Imperial College London, UK Amal El Fallah Pierre and Marie Curie University, France Seghrouchni Andrea Omicini Università di Bologna, Italy Aniello Murano Università di Napoli Federico II, Italy Brian Logan University of Nottingham, UK Cristiano Castelfranchi Institute of Cognitive Sciences and Technologies (CNR), Italy Christopher Frantz Otago Polytechnic, New Zealand Christopher Hampson King’s College London, UK Dominique Longin IRIT-CNRS, France Edith Elkind University of Oxford, UK Emiliano Lorini IRIT-CNRS, France Emilio Serrano Technical University of Madrid, Spain Emma Norling Manchester Metropolitan University, UK Estefania Argente Universitat Politècnica de València, Spain Felipe Meneguzzi PontificalCatholicUniversityofRioGrandedoSul,Brazil Franziska Kügl Örebro University, Sweden Frederic Moisan Carnegie Mellon University, USA George Vouros University of Piraeus, Greece Ingo J. Timm University of Trier, Germany Ingrid Nunes Universidade Federal do Rio Grande do Sul, Brazil João Leite NOVA LINCS, Universidade Nova de Lisboa, Portugal John-Jules Meyer Utrecht University, The Netherlands Jörg P. Müller TU Clausthal, Germany Jose M. Such Lancaster University, UK Josh Murphy King’s College London, UK Julian Padget University of Bath, UK VIII Organization Laurent Vercouter LITIS lab, INSA de Rouen, France Lina Barakat King’s College London, UK Louise Dennis University of Liverpool, UK Marija Slavkovik University of Bergen, Norway Massimo Cossentino National Research Council of Italy, Italy Mehdi Dastani Utrecht University, The Netherlands Michael Rovatsos University of Edinburgh, UK Natasha Alechina University of Nottingham, UK Neil Yorke-Smith American University of Beirut, Lebanon Nicoletta Fornara Università della Svizzera Italiana, Lugano, Switzerland Nils Bulling Delft University of Technology, The Netherlands Nir Oren University of Aberdeen, UK Olivier Boissier ENS Mines Saint-Etienne, France Pablo Noriega Artificial Intelligence Research Institute (IIIA-CSIC), Spain Paolo Turrini Imperial College London, UK Paolo Torroni University of Bologna, Italy Pavlos Moraitis LIPADE, Université Paris Descartes, France Pinar Yolum Bogazici University, Turkey Rubén Universidad Complutense de Madrid, Spain Fuentes-Fernández Samhar Mahmoud King’s College London, UK Sanjay Modgil King’s College London, UK Serena Villata Laboratoire d’Informatique, Signaux et Systèmes de Sophia-Antipolis (CNRS), France Sofia Ceppi University of Edinburgh, UK Stella Heras Universitat Politècnica de València, Spain Thomas C. King Lancaster University, UK Vicent Botti Universitat Politècnica de València, Spain Victor Sanchez-Anguix Coventry University, UK Wamberto Vasconcelos University of Aberdeen, UK AT 2016 Program Committee Alberto Fernandez CETINIA, Rey Juan Carlos University, Spain Alexander Artikis NationalCentreofScientificResearchDemokritos,Greece Carles Sierra Artificial Intelligence Research Institute (IIIA-CSIC), Spain Carlos Chesñevar Universidad Nacional del Sur, Argentina Cristiano Castelfranchi Institute of Cognitive Sciences and Technologies (CNR), Italy Denis Trcek University of Ljubljana, Slovenia Elena Cabrio University of Nice Sophia Antipolis, France Elise Bonzon LIPADE, Universite Paris Descartes, France Elizabeth Sklar King’s College London, UK Emiliano Lorini IRIT-CNRS, France Organization IX Estefania Argente Universitat Politècnica de València, Spain Eugenio Oliveira Universidade do Porto – LIACC, Portugal Eva Onaindia Universitat Politècnica de València, Spain Floriana Grasso University of Liverpool, UK Floris Bex Utrecht University, The Netherlands George Vouros University of Piraeus, Greece Giulia Andrighetto Institute of Cognitive Sciences and Technologies (CNR), Italy Gordan Jezic University of Zagreb, Croatia Holger Billhardt Universidad Rey Juan Carlos, Spain Jeroen Keppens King’s College London, UK Jerome Lang LAMSADE, France João Leite NOVA LINCS, Universidade Nova de Lisboa, Portugal Jordi Sabater Mir Artificial Intelligence Research Institute (IIIA-CSIC), Spain Jörg Rothe Universität Düsseldorf, Germany László Zsolt Varga ELTE, Hungary Marcin Paprzycki IBS PAN and WSM, Poland Marco Schorlemmer Artificial Intelligence Research Institute (IIIA-CSIC), Spain Maria Ganzha University of Gdańsk, Poland Matthias Klusch DFKI, Germany Michael Ignaz University of Applied Sciences Western Switzerland Schumacher (HES-SO), Switzerland Miguel Rebollo Universitat Politècnica de València, Spain Mirjana Ivanovic University of Novi Sad, Serbia Nir Oren University of Aberdeen, UK Paul Davidsson Malmö University, Sweden Paulo Novais University of Minho, Portugal Pompeu Casanovas Universitat Autònoma de Barcelona, Spain Ryszard Kowalczyk Swinburne University of Technology, Australia Sara Rodriguez University of Salamanca, Spain Sascha Ossowski Rey Juan Carlos University, Spain Simon Parsons King’s College London, UK Stella Heras Universitat Politècnica de València, Spain Sylvie Doutre University of Toulouse 1, IRIT-CNRS, France Victor Sanchez-Anguix Coventry University, UK Viorel Negru West University of Timisoara, Romania

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This book constitutes the revised selected papers from the 14th European Conference on Multi-Agent Systems, EUMAS 2016, and the Fourth International Conference on Agreement Technologies, AT 2016, held in Valencia, Spain, in December 2016. The 43 papers and 2 invited papers presented in this volume w
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