WOA 2025
26th Workshop "From Objects to Agents"

Table of Contents

• Preface
  Summary: There were 9 papers submitted for peer-review to this workshop. Out of these, 9 papers were accepted for this volume, 9 as regular papers and 0 as short papers.

Session 1: Advances of BDI Agents and Cognitive Architectures

• The Agent Working Cycle in CATALINA 2–18
  Massimo Cossentino, Guido Averna, Giovanni Pilato, Myrto Mylopoulos, John Mylopoulos
• Other papers presented in this session were dissemination papers, not peer-reviewed and not included in this volume:
  • Exploiting GenAI for Plan Generation in BDI Agents
    Giovanni Ciatto, Gianluca Aguzzi, Riccardo Battistini, Martina Baiardi, Samuele Burattini, Alessandro Ricci
  • ChatBDI: Think BDI, Talk LLM
    Andrea Gatti, Viviana Mascardi, Angelo Ferrando
  • Managing an Agent's Changing Intentions Using LTLf Synthesis
    Giuseppe De Giacomo, Yves Lesperance, Gianmarco Parretti, Fabio Patrizi, Renzo Schram

Session 2: Urban and Sustainable Systems

• An LLM-enhanced Agent-Based Model of a Sustainability Game 19–34
  Francesco Bertolotti, Sabin Roman, Federico Carucci, Giacomo Buonanno, Luca Mari
• Driving Behaviors in Cognitive Agents: An Experimental Approach 35–54
  Marco Bani, Simone Bianco, Luigi Celona, Paolo Napoletano, Selena Russo, Giuseppe Maria Luigi Sarné, Maria Grazia Strepparava, Federico Zorzi
• An Agent-based 3D Urban Air Network for the Freight Distribution Problem 55–75
  Maria Nadia Postorino, Giuseppe Maria Luigi Sarné

Session 3: Intelligent Systems for Knowledge Representation and Use

• Intelligent agents for high availability systems 76–89
  Fabrizio Messina, Domenico Rosaci, Giuseppe Maria Luigi Sarné
• From Conflict to Concealment: The Role of Generative AI in Creating a Digital Utopia 90–105
  Sara Hejazi, Daniele Franch, Pierluigi Roberti, Enrico Blanzieri
• MemAgent: A Cache-Inspired Framework for Augmenting Conversational Web Agents With Task-Specific Information 106–123
  Nazmus Sakib, Protoy Barai, Sifat Ishmam Parisa, Anindya Iqbal
• Symbolic Knowledge Quality Evaluation with WInd 124–139
  Federico Sabbatini, Roberta Calegari

Session 4: Multi-Agent Robotic or Decentralised Systems

• How to Evolve Aggregation in Robotic Multi-Agent Systems 140–156
  Paolo Pagliuca, Giuseppe Trivisano, Alessandra Vitanza
• Other papers presented in this session were dissemination papers, not peer-reviewed and not included in this volume:
  • Leveraging Multi-Agent Systems and Decentralised Autonomous Organisations for Tax Credit Tracking: A Case Study of the Superbonus 110%
    Giovanni De Gasperis, Sante Dino Facchini, Ivan Letteri