The Value of Mechanistic Priors in Sequential Decision Making

Itai Shufaro, Gal Benor, Shie Mannor

Hybrid mechanistic models, physical priors with learned residuals, promise to reduce the data required for good decisions, but have no computable criterion to test this. We charact…