We invite submissions to the AAAI 2025 Workshop on Advancing LLM-Based Multi-Agent Collaboration, to be held in Philadelphia during the AAAI 2025 conference (February 25 - March 4, 2025).


This full-day workshop seeks to ignite discussion on cutting-edge research areas and challenges associated with multi-agent collaboration driven by large language models (LLMs). As LLMs continue to showcase the ability to coordinate multiple AI agents for complex problem-solving, the workshop will delve into pivotal open research questions that advance the understanding and potential of LLM-based multi-agent collaboration.


We invite submissions on a range of topics, including but not limited to:

* Architectures for multi-agent collaboration, hierarchy, and decision-making
* Cross-agent knowledge sharing
* Inter-agent communication protocols
* Distributed and decentralized agent
* Multi-agent group behavior learning
* Strategic planning in multi-agent problem-solving
* Guardrails and ethical considerations in multi-agent systems


[Submission Guidelines]

We welcome both short papers (up to 4 pages) and long papers (up to 8 pages) following the AAAI format. Submissions may include recently published work, under-review papers, work in progress, and position papers. All submissions will undergo peer review through a single-blind process. While workshop publication is non-archival, accepted papers will be featured on our website with author permission.


[Important Dates]

Submission deadline: November 24, 2024

Notification of acceptance: December 9, 2024

Workshop date: March 3rd or March 4th ( to be determined )


[Submission Site]

Please submit your work via: https://openreview.net/group?id=AAAI.org/2025/Workshop/WMAC


[Workshop Format]

The one-day workshop features invited talks, oral presentations, lightning talks, poster sessions, and a panel discussion. Additional details on speakers and the schedule will be available on our website.


[Organizing Committee]

* Alborz Geramifard (Meta)
* Alex Marin (Microsoft)
* Raphael Shu (Amazon AWS GenAI)
* Tao Yu (The University of Hong Kong)
* Weiyan Shi (Northeastern University)
* Yi Zhang (Amazon AWS GenAI)


[More Information]

* Workshop website: https://multiagents.org/workshop
* Contact for inquires: pc@multiagents.org


We look forward to your submissions and to seeing you at the workshop!