DELTAMEM: Incremental Experience Memory for LLM Agents via Residual Trees

Haoran Tan, Zeyu Zhang, Zhicheng Cao +2

Large Language Model (LLM)-based agents increasingly rely on memory to learn from experiences over continual interactions. However, storing experiences as independent, flat units l…