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

March 3-4, 2025 Philadelphia, Pennsylvania, USA

Conference Description

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: [email protected]


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

Conference Topics

  • AI

Frequently Asked Questions

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

WMAC 2025 : AAAI 2025 Workshop on Advancing LLM-Based Multi-Agent Collaboration is Join the AAAI 2025 Workshop on Advancing LLM-Based Multi-Agent Collaboration, to be held in Philadelphia, exploring cutting-edge research areas and challenges associated with multi-agent collaboration driven by large language models (LLMs).

How do I submit my paper?

Submit your paper via the official submission portal at https://multiagents.org/workshop. Follow the submission guidelines outlined in the CFP.

How do I register for the conference?

Register at https://multiagents.org/workshop. Early registration is recommended to secure your spot and avail discounts.

What topics are accepted at WMAC 2025 : AAAI 2025 Workshop on Advancing LLM-Based Multi-Agent Collaboration?

The topics accepted at WMAC 2025 : AAAI 2025 Workshop on Advancing LLM-Based Multi-Agent Collaboration include AI. Papers that explore innovative ideas or solutions in these areas are highly encouraged.

What are the important dates for WMAC 2025 : AAAI 2025 Workshop on Advancing LLM-Based Multi-Agent Collaboration?

- Start Date: 03 Mar, 2025
- End Date: 04 Mar, 2025

What is the location and date of WMAC 2025 : AAAI 2025 Workshop on Advancing LLM-Based Multi-Agent Collaboration?

WMAC 2025 : AAAI 2025 Workshop on Advancing LLM-Based Multi-Agent Collaboration will be held on 03 Mar, 2025 - 04 Mar, 2025 at Philadelphia, Pennsylvania, USA. More details about the event location and travel arrangements can be found on the conference’s official website.

Can I submit more than one paper to WMAC 2025 : AAAI 2025 Workshop on Advancing LLM-Based Multi-Agent Collaboration?

Yes, multiple submissions are allowed, provided they align with the conference’s themes and topics. Each submission will be reviewed independently.

What is the review process for submissions?

Papers will be reviewed by a panel of experts in the field, ensuring that only high-quality, relevant work is selected for presentation. Each paper will be evaluated on originality, significance, and clarity.

What presentation formats are available at WMAC 2025 : AAAI 2025 Workshop on Advancing LLM-Based Multi-Agent Collaboration?

Presentations can be made in various formats including oral presentations, poster sessions, or virtual presentations. Specific details will be provided upon acceptance of your paper.

Can I make changes to my submission after I’ve submitted it?

Modifications to your submission are allowed until the submission deadline. After that, no changes can be made. Please make sure all details are correct before submitting.

What are the benefits of attending WMAC 2025 : AAAI 2025 Workshop on Advancing LLM-Based Multi-Agent Collaboration?

Attending WMAC 2025 : AAAI 2025 Workshop on Advancing LLM-Based Multi-Agent Collaboration provides an opportunity to present your research, network with peers and experts in your field, and gain feedback on your work. Additionally, it is an excellent platform for career advancement and collaboration opportunities.

What should I include in my abstract or proposal submission?

Your abstract or proposal should include a concise summary of your paper, including its purpose, methodology, and key findings. Ensure that it aligns with the conference themes.