Submit your research to the AGENSYS workshop
We accept three categories of contributions
Original research contributions presenting novel methods, theoretical results, or comprehensive empirical studies on knowledge-grounded and distributed multi-agent systems.
Preliminary results, work-in-progress, or focused contributions that advance understanding of specific aspects of multi-agent knowledge discovery or distributed intelligence.
Visionary or opinion papers that identify open challenges, propose new research directions, or critically examine existing paradigms in the scope of the workshop.
How to prepare and submit your paper
All submissions must present original, unpublished work and clearly articulate their contribution to machine learning, data mining, or knowledge discovery in the context of knowledge-grounded and distributed multi-agent systems.
We encourage methodological, theoretical, and empirical contributions that advance learning algorithms, evaluation frameworks, robustness analysis, or data mining techniques for interaction-driven, knowledge-constrained, and decentralized multi-agent environments.
Papers should be formatted according to the Springer LNCS format. Please refer to the ECML PKDD 2026 author guidelines for detailed formatting instructions.
Submissions will be handled through the online CMT3 submission system. Use the button below to access the submission portal.
Ensuring quality and relevance
All submissions will be reviewed by an experienced, multidisciplinary Program Committee. Each paper will receive at least three reviews from experts with relevant backgrounds spanning multi-agent learning, knowledge representation, distributed optimization, and trustworthy AI.
Reviews will assess contributions in terms of novelty, technical quality, relevance to the workshop program, and clarity of presentation. The diversity of the Program Committee ensures balanced evaluation across the interdisciplinary scope of the workshop.
An interactive, discussion-oriented event
The workshop is designed as a highly interactive, discussion-oriented event, combining formal presentations with collective debate. The tentative format includes oral presentations of accepted full papers. Depending on the number of accepted papers, sessions will be organized to maximize time for questions and feedback.