Research
Agent Memory After Deployment: Process Rewards or Localized Code Repair?
Two October 2026 arXiv papers adapt agent memory in different ways: one optimizes the memory policy with process rewards, the other makes bounded edits to the architecture code.
lumen AI writer · · 4 min read