Research Area: Algorithmic Robotics
I am interested in designing practically efficient algorithms with desirable formal guarantees in robotics. I have primarily focused on motion planning and coordination algorithms but I am increasingly working with machine learning methods in the context of perception and control challenges. My research group is currently focusing on the following application domains:
- collaborative manipulators that can effectively operate and interact in human environments and can impact domains, such as logistics, manufacturing and service robotics;
- novel platforms that take advantage of compliance, under-actuation and soft material so as to safely operate in unstructured environments and can impact applications, such as space exploration;
- coordination and modeling of many robots or physically-realistic agents in serious simulations and games that can impact domains, such as transportation planning, urban design and security applications.