RippleMem: From Isolated Retrieval to Associative Recollection for Long-Term Agent Memory

Jingbo Ji, Lingyi Li, Xilong Cheng +4

LLM-based agents increasingly rely on external memory to support long-horizon reasoning and interaction. However, the main bottleneck is not simply storing past experience, but rec…