Learning with Imperfect Models: When Multi-step Prediction Mitigates Compounding Error

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. For example, this issue often limits the performance…