AutoAgent: Evolving Cognition and Elastic Memory Orchestration for Adaptive Agents

Xiaoxing Wang, Ning Liao, Shikun Wei +2

Autonomous agent frameworks still struggle to reconcile long-term experiential learning with real-time, context-sensitive decision-making. In practice, this gap appears as static c…