Call for Participation

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).

Overview:

This is an one-day workshop aiming to facilitate discussion on emerging research areas and challenges related to multi-agent collaboration driven by large language models (LLMs). As LLMs demonstrate increasing potential to orchestrate multi-agent systems for complex problem-solving, this workshop will explore key research questions around agent hierarchy, social systems, information sharing, communication protocols, decentralized collaboration, group behavior learning, multi-agent planning, and guardrails.

We welcome submissions on topics including, but not limited to:

• Multi-agent collaboration structures, hierarchy and decision making
• Cross-agent knowledge sharing
• Inter-agent communication protocols
• Distributed and decentralized agents
• Multi-agent group behavior learning
• Strategic planning for multi-agent problem-solving
• Guardrails and responsible behaviors in multi-agent systems

Submission Guidelines:

[TBD]

Submission site:

[TBD]

Important Dates:

Submission deadline: [TBD]

Notification of acceptance: [TBD]

Camera-ready deadline: [TBD]

Workshop date: [TBD]

Workshop Format:

The workshop features invited talks, oral presentations, a lightning talk session, poster session, and panel discussion. More details on invited speakers and workshop agenda can be found on our website.

Organizers:

• 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)

Contact:

For questions, please contact Raphael Shu at [insert email, TBD]

More information can be found on our workshop website: https://multiagents.org

We look forward to your submissions and to seeing you at AAAI 2025!