Congratulations to the #AAMAS2026 finest paper award winners

The AAMAS 2026 finest paper awards had been introduced on the twenty fifth Worldwide Convention on Autonomous Brokers and Multiagent Methods, which came about from 25-29 Could 2025 in Paphos, Cyprus. The winners and nominees within the three classes (finest paper, finest scholar paper, finest blue sky paper) are as follows:

Finest Paper Award

Winner

• Growing Pointers for Human-LLM Agent Groups: A Multi-Stakeholder Lens, Mireia Yurrita, Davide Dell’Anna, Pradeep Okay. Murukannaiah, Catholijn M Jonker, and Pinar Yolum

Nominees

• UNCAP: Uncertainty-Guided Neurosymbolic Planning Utilizing Pure Language Communication for Cooperative Autonomous Autos, Neel P. Bhatt, Po-han Li, Kushagra Gupta, Rohan Siva, Daniel Milan, Alexander Todd Hogue, Sandeep P. Chinchali, David Fridovich-Keil, Zhangyang Wang, and Ufuk Topcu
• Ratio-Based mostly Signaling for Supply-Sufferer Separation in Swarm Fault Detection, Longyin Cui
• The Impossibility of Strategyproof Rank Aggregation, Manuel Eberl and Patrick Lederer
• Generalized Per-Agent Benefit Estimation for Multi-Agent Coverage Optimization, Seongmin Kim, Giseung Park, Woojun Kim, Jiwon Jeon, Seungyul Han, and Youngchul Sung
• R-Debater: Retrieval-Augmented Debate Technology by Argumentative Reminiscence, Maoyuan Li, Zhongsheng Wang, Haoyuan Li, and Jiamou Liu
• Defection at First Sight: Studying Accomplice Choice in Non-compulsory Social Dilemmas with out Prior Info, Benedict Russell, Chin-wing Leung, and Paolo Turrini
• Characterizing Consensuses in Perception Move Networks, Nicolas Schwind, Gauvain Bourgne, and Katsumi Inoue
• Grassroots Federation: Honest Democratic Governance at Scale, Nimrod Talmon and Ehud Shapiro
• Well being Facility Location in Ethiopia: Leveraging LLMs to Combine Knowledgeable Information into Algorithmic Planning, Yohai Trabelsi, Guojun Xiong, Fentabil Getnet, Stéphane Verguet, and Milind Tambe
• MeCo: Enhancing LLM-Empowered Multi-Robotic Collaboration through Related Job Memoization, Baiqing Wang, Helei Cui, Bo Zhang, Xiaolong Zheng, Bin Guo, and Zhiwen Yu

Pragnesh Jay Modi Finest Scholar Paper Award

Winner

• Planning Forward with RSA: Environment friendly Signalling in Dynamic Environments by Projecting Consumer Consciousness throughout Future Timesteps, Anwesha Das, John Duff, Jörg Hoffmann, and Vera Demberg

Nominees

• Effectively Computing Equilibria in Price range-Aggregation Video games, Patrick Becker, Alexander Fries, Matthias Greger, and Erel Segal-Halevi
• Constructing Massive-Scale Drone Defenses from Small-Workforce Methods, Grant Douglas, Stephen Franklin, Claudia Szabo, and Mingyu Guo
• Strong Counterfactual Inference in Markov Resolution Processes, Jessica Lally, Milad Kazemi, and Nicola Paoletti
• Move-Based mostly Job Project for Massive-Scale On-line Multi-Agent Pickup and Supply, Yue Zhang, Zhe Chen, Daniel Harabor, Pierre Le Bodic, and Peter J. Stuckey
• Status as a Resolution to Cooperation Collapse in LLM-based MASs, Siyue Ren, Wanli Fu, Xinkun Zou, Chen Shen, Yi Cai, Chu Chen, Zhen Wang, and Shuyue Hu

Blue Sky Concepts Award

Winner

• Basis World Fashions for Brokers that Be taught, Confirm, and Adapt Reliably Past Static Environments, Florent Delgrange

Nominees

• Guiding Sociotechnical Methods towards Worth-Norm Equilibrium, Nirav Ajmeri, Marina De Vos, Davide Dell’Anna, Pradeep Okay. Murukannaiah, Vivek Nallur, Luis Gustavo Nardin, and Munindar P. Singh
• The Dynamic Flip in Technique Logics, Rustam Galimullin, Maksim Gladyshev, Munyque Mittelmann, and Nima Motamed