The AAMAS 2026 best paper awards were presented at the 25th International Conference on Autonomous Agents and Multiagent Systems in Paphos, Cyprus. The best paper award went to 'Developing Guidelines for Human-LLM Agent Teams: A Multi-Stakeholder Lens.' The best student paper was awarded to 'Planning Ahead with RSA: Efficient Signalling in Dynamic Environments.' The Blue Sky Ideas Award went to 'Foundation World Models for Agents that Learn, Verify, and Adapt Reliably Beyond Static Environments.' Nominees across all three categories covered topics including neurosymbolic planning for autonomous vehicles, swarm fault detection, multi-robot collaboration with LLMs, and democratic governance at scale.
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