Estimate, Don't Imitate: Reusing Differentiable State-Based Policies for Visuomotor Control

Simulation-trained manipulation policies can exploit privileged state information to learn effective contact-rich behaviours, but deployment requires acting from partial observations such as noisy camera images. A common solution is teacher-student distillation, in which a visuomotor policy is train