Jul 2026
Memory as a Controlled Process: Learned Adaptive Memory Management for LLM Agents
This work presents Memory as a Controlled Process (MemCon), a framework that models memory operations as a Markov Decision Process and learns an online policy that adaptively decides when, what, and how much to retrieve, when to inject a distilled plan, and when to consolidate or forget.
Eric Jiang, Zhi Zhang, Yuchen Wu et al.
· arXiv.org · 1 citation