Mem-$\pi$: Adaptive Memory through Learning When and What to Generate

Xiaoqiang Wang, Chao Wang, Hadi Nekoei +5

We present Mem-$\pi$, a framework for adaptive memory in large language model (LLM) agents, where useful guidance is generated on demand rather than retrieved from external memory st…