Kiran Purohit

Exploratory and Assimilating Reflection: Reflective Recall Cycle for Long-term Memory

Ganesh Senrayan, Moyuru Yamada, Ishan Jindal, Kiran Purohit

LLM-based autonomous agents require external memory to overcome their statelessness and limited context window for long-term interaction and dynamic knowledge reasoning. However, existing memory retrieval methods often lack adaptability and sample efficiency, and struggle to retr…Read more