2025
ContextCache: Task-Aware Lifecycle Management for Memory-Efficient LLM Agent Deployment
IROS 2025
LLM-based agents have demonstrated remarkable capabilities in multi-step reasoning and task execution across domains such as robotics and autonomous systems. However, deploying these agents on resource-constrained platforms presents a fundamental challenge: minimizing latency while optimizing memory