| Bidirectional Value Alignment | Nathan Tsoi, Eric Hsiung, Masayuki Yamazaki, Swarat Chaudhuri, Peter Stone, Joydeep Biswas |
| Contextual Intelligence: The Next Leap for Reinforcement Learning | André Biedenkapp |
| Towards AI-Sympathy using agents | Sebastian Rodriguez, Brian Logan, John Thangarajah |
| Diagnosing Faults in Deep Reinforcement Learning based Systems: Settings and Benchmarks | Avraham Natan, Roni Stern, Meir Kalech |
| No future for LLM-based agents without Formal Dialogue Verification | Juan Carlos Nieves, Andreas Brännström, Esteban Guerrero |
| Incentive-Aware AI Safety via Strategic Resource Allocation: A Stackelberg Security Games Perspective | Cheol Woo Kim, Davin Choo, Tzeh Yuan Neoh, Milind Tambe |
| The Dynamic Turn in Strategy Logics | Rustam Galimullin, Maksim Gladyshev, Munyque Mittelmann, Nima Motamed |
| MACC: Multi-Agent Collaborative Competition for Scientific Exploration | Satoshi Oyama, Yuko Sakurai, Hisashi Kashima |
| Agentic LLMs and Distributed Constraint Reasoning: A Symbiotic Perspective for Neurosymbolic Multi-Agent Systems | Gauthier Picard, William Yeoh, Roie Zivan |
| Macro-Programming Multi-Agent Systems: A Framework for Artificial Collective Intelligence | Roberto Casadei |
| Foundation World Models for Agents that Learn, Verify, and Adapt Reliably Beyond Static Environments | Florent Delgrange |
| Guiding Sociotechnical Systems toward Value-Norm Equilibrium | Nirav Ajmeri, Marina De Vos, Davide Dell'Anna, Pradeep K. Murukannaiah, Vivek Nallur, Luis Gustavo Nardin, Munindar P. Singh |
| Frankenmandering: The Confluence and Symbiosis of Opinion Dynamics and Gerrymandering | Sahil Agarwal, Svetlana Obraztsova, Zinovi Rabinovich, Alan Tsang |
| Interactionless Inverse Reinforcement Learning: A Data-Centric Framework for Durable Alignment | Elias Malomgré, Pieter Simoens |
| Argumentative Human-AI Decision-Making: Toward AI Agents That Reason With Us, Not For Us | Stylianos Loukas Vasileiou, Antonio Rago, Francesca Toni, William Yeoh |
| Beyond Mimicry: Toward Lifelong Adaptability in Imitation Learning | Nathan Gavenski, Felipe Meneguzzi, Odinaldo Rodrigues |
| Computational Social Choice: Research & Development | Dorothea Baumeister, Ratip Emin Berker, Niclas Boehmer, Sylvain Bouveret, Andreas Darmann, Piotr Faliszewski, Martin Lackner, Jerome Lang, Nicholas Mattei, Arianna Novaro |
