Nathaniel S. Dennler

QuickLAP: Quick Language–Action Preference Learning for Autonomous Driving Agents

Robots must learn from both what people do and what they say, but either modality alone is often incomplete: physical corrections are grounded but ambiguous in intent, while language expresses high-level goals but lacks physical grounding. We introduce QuickLAP: Quick Language–Action Preference lear…