Siddharth Karamcheti

"No, to the Right" -- Online Language Corrections for Robotic Manipulation via Shared Autonomy

Modern systems for language-guided human-robot interaction require two key components for broad adoption: adaptivity and learning efficiency. Unfortunately, existing data-driven approaches for learning instruction-following agents cannot adapt, failing to incorporate additional natural language supervision, and even i…