作者位次 #2/8ACL 2026Poster· Natural Language Processing
Taming "Zombie" Agents: A M arkov State-Aware Framework for Resilient Multi-Agent Evolution
Taolin Zhang · Pukun Zhao · Qizhou Chen · Jiuheng Wan · Chen Chen · Xiaofeng He · Chengyu Wang · Richang Hong
摘要
Recent advancements in LLM-based multi-agent systems have demonstrated remarkable collaborative capabilities across complex tasks. To enhance the overall efficiency, existing methods often rely on aggressive graph topology evolution for agents (e.g., node or edge pruning), which risks prematurely...