Forget to Improve: On-Device LLM-Agent Continual Learning via Budget-Curated Memory
DGX agentarXiv:2606.25115v1 Announce Type: new Abstract: On-device language-model agents improve by accumulating experience in retrieved memory rather than by updating weights. This memory is hard-bounded and