
The AAMAS 2026 greatest paper awards have been offered on the twenty fifth Worldwide Convention on Autonomous Brokers and Multiagent Programs, which passed off from 25-29 Might 2025 in Paphos, Cyprus. The winners and nominees within the three classes (greatest paper, greatest scholar paper, greatest blue sky paper) are as follows:
Finest Paper Award
Winner
- Creating 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 way of Argumentative Reminiscence, Maoyuan Li, Zhongsheng Wang, Haoyuan Li, and Jiamou Liu
- Defection at First Sight: Studying Companion Choice in Elective Social Dilemmas with out Prior Data, Benedict Russell, Chin-wing Leung, and Paolo Turrini
- Characterizing Consensuses in Perception Move Networks, Nicolas Schwind, Gauvain Bourgne, and Katsumi Inoue
- Grassroots Federation: Truthful Democratic Governance at Scale, Nimrod Talmon and Ehud Shapiro
- Well being Facility Location in Ethiopia: Leveraging LLMs to Combine Professional Information 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 Job Memoization, Baiqing Wang, Helei Cui, Bo Zhang, Xiaolong Zheng, Bin Guo, and Zhiwen Yu
Pragnesh Jay Modi Finest Pupil 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-Group Methods, Grant Douglas, Stephen Franklin, Claudia Szabo, and Mingyu Guo
- Sturdy Counterfactual Inference in Markov Determination 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
- 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 Be taught, Confirm, and Adapt Reliably Past Static Environments, Florent Delgrange
Nominees
- Guiding Sociotechnical Programs 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
Lucy Smith
is Senior Managing Editor for Robohub and AIhub.

Lucy Smith
is Senior Managing Editor for Robohub and AIhub.