Overview
This editorial highlights a call for papers for a special issue of the Journal of Autonomous Agents and Multi-Agent Systems (JAAMAS) focused on the integration of foundation models (FMs) with multi-agent systems (MASs). This intersection represents a significant advancement in artificial intelligence, offering new opportunities and challenges for researchers in the field.
Background & Relevance
Foundation models, including large language models and multimodal models, have revolutionized AI by enhancing capabilities in language understanding and reasoning. Meanwhile, multi-agent systems provide frameworks for collaboration and coordination among agents, which can be critical in addressing complex tasks. The synergy between these two domains could lead to innovative solutions in various applications, making this special issue particularly relevant for the AI and ML community.
Key Details
- Submission Deadline: February 28, 2026
- Review Notification: May 31, 2026
- Revised Manuscript Deadline: July 31, 2026
- Final Decision Notification: August 30, 2026
- CFP Link: JAAMAS Special Issue
Eligibility & Participation
This call for papers is open to researchers from across the AI community. It targets those who are exploring the intersection of foundation models and multi-agent systems, particularly in terms of their collaborative potential and the challenges that arise from their integration.
Submission or Application Guidelines
Authors are invited to submit original research papers, survey papers, and viewpoint papers. Submissions should emphasize the synergy between FMs and MASs, and a cover letter is required to detail how the paper connects with existing theories and practices in multi-agent systems. Pre-submission inquiries can be directed to the guest editors via email at fm-mas-special-issue@googlegroups.com.
Additional Context / Real-World Relevance
The combination of foundation models and multi-agent systems has the potential to address long-standing challenges in AI, such as bias and transparency. Understanding how these technologies can work together is crucial for developing ethical AI systems that align with societal norms and values. This special issue aims to foster discussions on these implications and explore innovative methodologies that could emerge from this intersection.
Conclusion
Researchers are encouraged to explore this exciting opportunity to contribute to the evolving dialogue on foundation models and multi-agent systems. By submitting your work, you can play a role in shaping the future of AI and its applications. For more information, visit the provided link or reach out to the guest editors with any questions.
Category: CFP & Deadlines
Tags: foundation models, multi-agent systems, artificial intelligence, machine learning, game theory, LLMs, research papers, collaboration, societal implications
