Statistical Efficiency of Single- and Multi-step Models for Forecasting and Control

Anne Somalwar, Bruce D. Lee, George J. Pappas +1

Compounding error, where small prediction mistakes accumulate over time, presents a major challenge in learning-based control. A common remedy is to train multi-step predictors dir…