WMAC 2025 : AAAI 2025 Workshop on Advancing LLM-Based Multi-Agent Collaboration

March 3-4, 2025Philadelphia, Pennsylvania, USA
Categories: AI

aaai 2025 call for papers

The purpose of the AAAI conference series is to promote research in Artificial Intelligence (AI) and foster scientific exchange between researchers, practitioners, scientists, students, and engineers across the entirety of AI and its affiliated disciplines. AAAI-25 will feature technical paper presentations, special tracks, invited speakers, workshops, tutorials, poster sessions, senior member presentations, competitions, and exhibit programs, and a range of other activities to be announced.which will be held in Philadelphia, Pennsylvania at the Pennsylvania Convention Center from February 25 to 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: [email protected] 


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