Congratulations to the #AAMAS2026 finest paper award winners

The AAMAS 2026 finest paper awards have been introduced on the twenty fifth Worldwide Convention on Autonomous Brokers and Multiagent Techniques, which happened 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 Ok. 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-Primarily based 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 Era by means of Argumentative Reminiscence, Maoyuan Li, Zhongsheng Wang, Haoyuan Li, and Jiamou Liu
• Defection at First Sight: Studying Accomplice Choice in Elective Social Dilemmas with out Prior Data, Benedict Russell, Chin-wing Leung, and Paolo Turrini
• Characterizing Consensuses in Perception Circulation 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 Data into Algorithmic Planning, Yohai Trabelsi, Guojun Xiong, Fentabil Getnet, Stéphane Verguet, and Milind Tambe
• MeCo: Enhancing LLM-Empowered Multi-Robotic Collaboration by way of Comparable Activity 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 Person Consciousness throughout Future Timesteps, Anwesha Das, John Duff, Jörg Hoffmann, and Vera Demberg

Nominees

• Effectively Computing Equilibria in Funds-Aggregation Video games, Patrick Becker, Alexander Fries, Matthias Greger, and Erel Segal-Halevi
• Constructing Giant-Scale Drone Defenses from Small-Crew Methods, Grant Douglas, Stephen Franklin, Claudia Szabo, and Mingyu Guo
• Strong Counterfactual Inference in Markov Determination Processes, Jessica Lally, Milad Kazemi, and Nicola Paoletti
• Circulation-Primarily based Activity Task for Giant-Scale On-line Multi-Agent Pickup and Supply, Yue Zhang, Zhe Chen, Daniel Harabor, Pierre Le Bodic, and Peter J. Stuckey
• Repute 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 Study, Confirm, and Adapt Reliably Past Static Environments, Florent Delgrange

Nominees

• Guiding Sociotechnical Techniques towards Worth-Norm Equilibrium, Nirav Ajmeri, Marina De Vos, Davide Dell’Anna, Pradeep Ok. 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