Adaptive Memory Admission Control for LLM Agents. - Guilin Zhang; Wei Jiang; Xiejiashan Wang; Aisha Behr; Kai Zhao; Jeffrey Friedman; Xu Chu; Amine Anoun (CoRR, 2026)