Sample-Efficient Online Control Policy Learning with Real-Time Recursive Model Updates

Zixin Zhang, James Avtges, Todd D. Murphey

Data-driven control methods need to be sample-efficient and lightweight, especially when data acquisition and computational resources are limited -- such as during learning on hard…