We work on learning methods to create autonomous robots (and more general agents) that can effectively partner with different humans in collaborative tasks, like search-and-rescue, space exploration, and autonomous construction.

Fast adaptation for ad hoc human-robot teams

This work explores ways to quickly adapt robot decision policies to account for preferences (or biases) of new human teammates.