Hiroaki Arie

Multimodal integration learning of robot behavior using deep neural networks

Kuniaki Noda, Hiroaki Arie, Yuki Suga et al. · Robotics and Autonomous Systems · 2014 · 195 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Learning to Reproduce Fluctuating Time Series by Inferring Their Time-Dependent Stochastic Properties: Application in Robot Learning Via Tutoring

Shingo Murata, Jun Namikawa, Hiroaki Arie et al. · IEEE Transactions on Autonomous Mental Development · 2013 · 74 citations

Artificial Intelligence, Engineering, Machine Learning +16

Learning to Perceive the World as Probabilistic or Deterministic via Interaction With Others: A Neuro-Robotics Experiment

Shingo Murata, Yuichi Yamashita, Hiroaki Arie et al. · IEEE Transactions on Neural Networks and Learning Systems · 2015 · 53 citations

Artificial Intelligence, Engineering, Sensory Reflex Behavior +21

Dynamical Integration of Language and Behavior in a Recurrent Neural Network for Human–Robot Interaction

Tatsuro Yamada, Shingo Murata, Hiroaki Arie et al. · Frontiers in Neurorobotics · 2016 · 40 citations · Full text

Emergence of hierarchical structure mirroring linguistic composition in a recurrent neural network

Wataru Hinoshita, Hiroaki Arie, Jun Tani et al. · Neural Networks · 2011 · 39 citations

Applied Linguistics, Natural Language Processing, Hierarchical Structure +15