| Structured Agent Distillation for Large Language Model Agents | Liu Jun, Kong Zhenglun, Dong Peiyan, Yang Changdi, Li Tianqin, Xie Yanyue, Gong Yifan, Shen Xuan, Zhao Pu, Tang Hao, Yuan Geng, Niu Wei, Zhang Wenbin, Lin Xue, Huang Dong, Wang Yanzhi |
| Modelling Multi-Agent Pathfinding Problems by Integrating Connectivity and No-Collision Constraints | Švancara Jiří, Barták Roman, Miguel Ian, Espasa Arxer Joan |
| RUMAD: Reinforcement-Unifying Multi-Agent Debate | Wang Chao, Lin Han, Tang Huaze, Lin Huijing, Ding Wenbo |
| Diverse Committees with Incomplete or Inaccurate Approval Ballots | Lindeboom Feline, Brehm Martijn, Grossi Davide, Murukannaiah Pradeep |
| Maximin Share Guarantees via Limited Cost-Sensitive Sharing | Salavcova Hana, Černý Martin, Biswas Arpita |
| Offline Learning of Nash Stable Coalition Structures with Possibly Overlapping Coalitions | Cohen Saar |
| Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach | Shek Chak Lam, Shi Guangyao, Tokekar Pratap |
| Strategic Communication under Threat: Learning Information Trade-offs in Pursuit-Evasion Games | La Gatta Valerio, Mutzari Dolev, Kraus Sarit, Subrahmanian V.S. |
| LumiMAS: A Comprehensive Framework for Real-Time Monitoring and Enhanced Observability in Multi-Agent Systems | Solomon Ron, Yerushalmi Levi Yarin, Waknin Lior, Aizikovich Eran, Baras Amit, Ohana Etai, Giloni Amit, Bose Shamik, Picardi Chiara, Elovici Yuval, Shabtai Asaf |
| Verification of Robust Multi-Agent Systems | Berthon Raphaël, Katoen Joost-Pieter, Mittelmann Munyque, Murano Aniello |
| OM²P: Offline Multi-Agent Mean-Flow Policy | Li Zhuoran, Wang Xun, Zhong Hai, Xia Qingxin, Zhang Lihua, Huang Longbo |
| GRAIL: Goal Recognition Alignment through Imitation Learning | Elhadad Osher, Meneguzzi Felipe, Mirsky Reuth |
| Conservative Equilibrium Discovery in Offline Game-Theoretic Multiagent Reinforcement Learning | Nguyen Austin, Wellman Michael |
| Stability in Distance Preservation Games on Graphs | Deligkas Argyrios, Eiben Eduard, Goldsmith Tiger-Lily, Knop Dušan, Schierreich Šimon |
| Fair Orientations: Proportionality and Equitability | Sun Ankang, Wang Ruijie, Li Bo |
| Resilient Strategies for Stochastic Systems: How Much Does it Take to Break a Winning Strategy? | Grover Kush, Zubia Markel, Chakraborty Debraj, Azeem Muqsit, Jansen Nils, Kretinsky Jan |
| Strengthening Proportionality in Temporal Voting | Phillips Bradley, Elkind Edith, Teh Nicholas, Wąs Tomasz |
| The Observer–Situation Lattice: A Unified Formal Basis for Perspective-Aware Cognition | Alqithami Saad |
| MARL-GPT: Foundation Model for Multi-Agent Reinforcement Learning | Nesterova Maria, Kolosov Mikhail, Andreychuk Anton, Cherepanov Egor, Bulichev Oleg, Kovalev Alexey, Yakovlev Konstantin, Panov Aleksandr I., Skrynnik Alexey |
