Symbolic Guidance for LLM Agents in Distributed Multiagent Coordination.

arXiv:2609.31963v2 Announce Type: replace Abstract: Large language models (LLMs) are increasingly deployed as autonomous agents in multi-agent systems, yet their ability to reliably execute distributed coordination protocols remains poorly understood. While Ag