9 citations · 12 across the 14 of their papers we have counts for
4 papers · 1 filter
RECON: Reducing Causal Confusion with Human-Placed Markers
Robert Ramirez Sanchez, Heramb Nemlekar, Shahabedin Sagheb +2
Imitation learning enables robots to learn new tasks from human examples. One fundamental limitation while learning from humans is causal confusion. Causal confusion occurs when th…
PECAN: Personalizing Robot Behaviors through a Learned Canonical Space
Heramb Nemlekar, Robert Ramirez Sanchez, Dylan P. Losey
Robots should personalize how they perform tasks to match the needs of individual human users. Today's robot achieve this personalization by asking for the human's feedback in the…
Kiri-Spoon: A Soft Shape-Changing Utensil for Robot-Assisted Feeding
Maya N. Keely, Heramb Nemlekar, Dylan P. Losey
Assistive robot arms have the potential to help disabled or elderly adults eat everyday meals without relying on a caregiver. To provide meaningful assistance, these robots must re…
Personalizing Interfaces to Humans with User-Friendly Priors
Benjamin A. Christie, Heramb Nemlekar, Dylan P. Losey
Robots often need to convey information to human users. For example, robots can leverage visual, auditory, and haptic interfaces to display their intent or express their internal s…