$E^3$-Agent: An Executable and Evolving Agent for Resource Management of Edge Generative Inference

In three linesE³-Agent is an executable and evolving agent for edge generative inference resource management. It pairs a fast-path router (millisecond dispatch) with a slow-path LLM meta-controller driven by events, learning online from execution feedback. Evaluated in simulation, it reduces latency by 65-73% versus static baselines across dynamic scenarios (semantic shifts, device churn, hidden drift).

Summary generated by Claude — human-verified