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7 | Empirical Hardness in Multi-Agent Pathfinding: Research Challenges and Opportunities | Jingyao Ren, Ewing Eric, T. K. Satish Kumar, Sven Koenig and Nora Ayanian |
12 | Towards Foundation-model-based multiagent system to Accelerate AI for social impact | Yunfan Zhao, Niclas Boehmer, Aparna Taneja and Milind Tambe |
30 | Tackling the Protocol Problem in Automated Negotiation | Yasser Mohammad |
34 | Market-based architectures in RL and beyond | Abhimanyu Pallavi Sudhir and Long Tran-Thanh |
41 | The Next Level of Long-Term Agent Autonomy — Proactively Acquiring Knowledge and Abilities | Hermine J. Grosinger |
47 | Safe Systems with Unsafe Agents: Challenges and Opportunities | Jeremy Bellay, J. Timothy Balint, Stephen A. Boxwell and Jeffrey Geppert |
50 | Contesting Black Box AI Decisions | Virginia Dignum, Loizos Michael, Juan Carlos Nieves, Marija Slavkovik, Julliett Suarez and Andreas Theodorou |
69 | Unlocking the Potential of Decentralized LLM-based MAS: Privacy Preservation and Monetization in Collective Intelligence | Yingxuan Yang, Qiuying Peng, Jun Wang, Ying Wen and Weinan Zhang |
78 | Multi-Agent Reinforcement Learning Simulation for Environmental Policy Synthesis | James Rudd-Jones, Mirco Musolesi and María Pérez-Ortiz |
80 | Grounding Agent Reasoning in Image Schemas: A Neuroymbolic Approach to Embodied Cognition | François Olivier and Zied Bouraoui |
82 | Multimodal Agentic Model Predictive Control | Saptarashmi Bandyopadhyay, John Cole, Tom Goldstein and David Jacobs |
83 | Tyranny of the Minority in Social Choice: a Call to Arms | Reshef Meir |