Welcome to the Laboratory for Perceptual Robotics
The Laboratory for Perceptual Robotics (LPR) is in the Computer Science Department at UMass Amherst. Our lab studies computational systems that solve sensory and motor problems. Experimental platforms include sensor networks, mobile manipulators, and integrated bimanual humanoids.
Current projects focus on knowledge representations grounded in closed-loop interaction, learning to exploit whole-body dynamics for stabilization, risk-sensitive policy optimization, human-robot interaction and communication, and computational models for learning and development.
This project focuses on using control knowledge of robot-environment interactions to make high level decisions that are risk-aware to support long term autonomy.
Allowing robots to intelligently learn models of interaction