AI RESEARCH
TodyComm: Task-Oriented Dynamic Communication for Multi-Round LLM-based Multi-Agent System
arXiv CS.AI
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ArXi:2602.03688v2 Announce Type: replace Multi-round LLM-based multi-agent systems rely on effective communication structures to collaboration across rounds. However, most existing methods employ a fixed communication topology during inference, which falls short in many realistic applications where the agents' roles may change \textit{across rounds} due to dynamic adversary, task progression, or time-varying constraints such as communication bandwidth.