Toward a Theory of Hierarchical Memory for Language Agents

Yashar Talebirad, Ali Parsaee, Csongor Y. Szepesvari +2

Many recent long-context and agentic systems address context-length limitations by adding hierarchical memory: they extract atomic units from raw data, build multi-level representa…