*** Last Call for the AAAI Track *** The 25th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2026) May 25-29, 2026, 5* Coral Beach Hotel & Resort, Paphos, Cyprus https://cyprusconferences.org/aamas2026/<http://www.cs.ucy.ac.cy/~george… AAMAS 2026 received 1455 full paper submissions for the Main Track, after an initial submission of 1800 abstracts. This is by far the highest number of submissions (around 50% more than the previous highest number) in the 25 years of AAMAS. AAMAS 2026 invites submissions to its AAAI track. We are looking for AAAI-26 submissions rejected from the main AAAI track that are relevant to the AAMAS research community and received no reject review recommendations (all review scores are weak reject or above). Authors are expected to update their manuscripts to address the comments of the AAAI reviewers and reformat them using the AAMAS style. All submitted material will be checked for correctness with AAAI and reviewed by members of the AAMAS program committee. We expect to accept only a fraction of the submitted manuscripts and will provide only short meta-reviews to explain the accept/reject decisions. The AAMAS submission must be based on a rejected AAAI-26 submission • that was submitted to the main AAAI track; and • that did not receive any reject review (all review scores are 5 or above); and • that is relevant to the AAMAS research community. The submission guidelines for the AAMAS 2026 Main Technical Track, available here: https://cyprusconferences.org/aamas2026/submission-instructions/<http://… , apply to the AAAI track with the exceptions given below: Authors must submit in one PDF document: • their original AAAI submission; • all AAAI review scores and reviews (including the meta-review); • the AAMAS submission (that is, the updated AAAI submission), in the format required for the AAMAS 2026 Main Technical Track and with the same restrictions; • in addition, all changes made should be highlighted in color (for example, red text or text highlighted in yellow); • at most a two-page long document that describes how the AAMAS submission addresses the comments of the AAAI reviewers; and • a short statement of why the submission is relevant for the AAMAS research community, together with one of the areas of interest listed on the Call for Papers (Main Technical Track, see the conference website) that describes the AAMAS submission. The publication of the 2-page extended abstracts is not an option for this track. For questions, please contact the AAAI Track Chair Bo An, Nanyang Technological University, at boan AT ntu.edu.sg. Submission Link: https://easychair.org/my2/conference?conf=aamas2026aaaitrack<http://www.… Important Dates (AoE) • Submission Deadline: November 17, 2025 • Decision Notification: February 15, 2026 • Camera-ready Submission: February 21, 2026 Organizing Committee AAMAS 2026 General Chairs • Viviana Mascardi, University of Genova, Italy • John Thangarajah, RMIT University, Australia AAMAS 2026 Program Chairs • Chris Amato, Northeastern University, United States of America • Louise Dennis, University of Manchester, United Kingdom AAMAS 2026 Local Chairs • George A. Papadopoulos, University of Cyprus, Cyprus (Chair) • Panayiotis Kolios, University of Cyprus, Cyprus (Vice Chair)