Marcus Lapeyrolerie

Pretty darn good control: when are approximate solutions better than approximate models

2023 · arXiv (Cornell University)

Existing methods for optimal control struggle to deal with the complexity commonly encountered in real-world systems, including dimensionality, process error, model bias and data heterogeneity. Instead of tackling these system complexities directly, researchers have typically …