Capability-Driven Self-Evolution of Agent Memory.

arXiv:2610.06361v1 Announce Type: new Abstract: Memory self-evolution uses task feedback to iteratively improve executable memory programs that store and retrieve information from past interactions. Existing approaches typically adopt holistic evolution, deriv