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Blue Sky Ideas

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