His current research interests include deep learning for robot motion control, human–robot interaction, and dynamics of human–robot mutual adaptation.

My research interest is on a machine intelligence which interacts with the dynamic environment. We are challenging this theme by taking constructivist approaches with robot systems and neural network model (deep learning). The approach includes prediction learning, imitation learning, linguistic-behavioral integration, human-robot cooperation, and multi-modal active sensing.