My research broadly explores healthcare robotics, with an emphasis on empowering older adults and people with disabilities to live more independently and maintain a higher quality of life.
My research lies at the intersection of physically assistive robotics, learning, physics simulation, haptic perception, and human-robot interaction.
I am especially interested in physical human-robot interaction, and I focus on developing methods that enable robotic caregivers to intelligently interact with and assist people. Much of my work explores how robots can leverage physics-based simulation, perception, and learning to more efficiently and safely assist people with physical impairments to perform activities of daily living. I also develop new sensors and techniques for robots to better track and interact with the human body. I take a human-centric perspective towards many of these goals and I am inspired by robots learning and exhibiting common sense around people.
- Human-Robot Interaction
- Rehabilitation and Health Care Robotics
- Deep Learning
- Reinforcement Learning
- Human-Centered Robotics
- AI Reasoning for Robotics
- Augmented Reality
- Safety for Physical Human-Robot Interaction
- Domestic Robotics
- Human Robot Collaboration
- Manipulation & Interfaces
- Graphics & Creative Tools