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HyperAgents@ECAI 2025: Bologna, Italy
- Andrei Ciortea, Rem W. Collier, Fabien Gandon, Andreas Harth, Antoine Zimmermann:

Proceedings of the Second International Workshop on Hypermedia Multi-Agent Systems (HyperAgents 2025) co-located with 28th European Conference on Artificial Intelligence (ECAI 2025), Bologna, Italy, October 26, 2025. CEUR Workshop Proceedings 4084, CEUR-WS.org 2025
Session 1: Agents in Web Environments
- Victor Charpenay:

Intelligent Agents: Where Is the Web? 1-9 - Habtom Kahsay Gidey, Niklas Huber, Alexander Lenz, Alois Knoll:

Affordance Representation and Recognition for Autonomous Agents. 10-17 - Samuele Burattini, Martina Baiardi, Giovanni Ciatto, Danilo Pianini:

The Gap Between BDI Agents and Semantic Hypermedia and What We Can Do About It. 18-27
Session 2: Web of Things, Ambient Intelligence, and Industrial Applications
- Ganesh Ramanathan, Simon Mayer:

Towards Achieving Adaptive Behaviour of Agents Through Physics-Infused Descriptions of Cyber-physical Devices. 28-35 - Alexandru Sorici, Andrei Olaru, Adina Magda Florea:

Towards Agentic AI support for Hypermedia MAS Models of Smart Environments. 36-48 - Ganesh Ramanathan, Maria Husmann, Simon Mayer:

Towards Web-based Autonomous Industrial Systems. 49-55
Session 3: Large Language Model (LLM) Support and Integration
- Danai Vachtsevanou, Jérémy Lemée, Valentina Tamma, Terry R. Payne, Andrei Ciortea, Simon Mayer:

A Vision for LLM-based Interaction Assistance for Autonomous Agents on the Semantic Web. 56-65 - Stephen Cranefield:

Are LLMs and the Model Context Protocol Sufficient for Automating Web-based Information Processing? 66-72 - Maksim Ilin:

Converging Hypermedia, Protocols, and Knowledge Architectures: A New Paradigm for Grounded and Interoperable LLM-Agent Systems. 73-79
Session 4: Interaction and Explainability
- Jonathan Rau, Jonathan Bader, Philipp Wiesner, Odej Kao:

CoCoMaMa: Contextual Combinatorial Multi-Armed Bandit Router for Multi-Agent Systems with Volatile Arms. 80-94 - Jitse De Smet, Ruben Verborgh, Ruben Taelman:

A Vision on Algebraic Flows for Declarative Resource Descriptions. 95-102 - Katharine Beaumont, Elena Yan, Rem W. Collier:

Towards an Ontology for Uniform Representations of Agent State for Heterogeneous Inter-Agent Explanations. 103-116

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