2 papers
cs.MA2026
You Only Align Once: Propagating Cooperative Behaviors in Multi-Agent Systems through Seed Agents
Nicole Hsing, Asuka Yuxi Zheng, Yi Zhao +2
Ensuring agent behaviors in distributed open multi-agent systems remains challenging, especially as populations grow and unaligned agents may exist. We show that a single aligned a…
cs.LG2026
AOI: Turning Failed Trajectories into Training Signals for Autonomous Cloud Diagnosis
Pei Yang, Wanyi Chen, Asuka Yuxi Zheng +11
Large language model (LLM) agents offer a promising data-driven approach to automating Site Reliability Engineering (SRE), yet their enterprise deployment is constrained by three c…