Ayanna M. Howard

Retrieving experience: Interactive instance-based learning methods for building robot companions

A robot companion should adapt to its user's needs by learning to perform new tasks. In this paper, we present a robot playmate that learns and adapts to tasks chosen by the child on a touchscreen tablet. We aim to solve the task learning problem using an experience-based learning framework that sto…