Massimiliano Datres

Multimodal behavioral cloning fails in surprising ways: latent-variable policies can't balance regularization, while action-space generative policies are fundamentally limited by the smoothness of their action mappings.

Overparameterization isn't just a quirk of deep learning; it's provably *necessary* for stable, robust classification, even for discontinuous functions.