Variable ankle stiffness improves balance control: Experiments on a bipedal exoskeleton B Ugurlu, C Doppmann, M Hamaya, P Forni, T Teramae, T Noda, ... IEEE/ASME Transactions on mechatronics 21 (1), 79-87, 2015 | 94 | 2015 |
Learning assistive strategies for exoskeleton robots from user-robot physical interaction M Hamaya, T Matsubara, T Noda, T Teramae, J Morimoto Pattern Recognition Letters 99, 67-76, 2017 | 79 | 2017 |
Design of physical user–robot interactions for model identification of soft actuators on exoskeleton robots M Hamaya, T Matsubara, T Teramae, T Noda, J Morimoto The International Journal of Robotics Research 40 (1), 397-410, 2021 | 33 | 2021 |
Precise multi-modal in-hand pose estimation using low-precision sensors for robotic assembly F von Drigalski, K Hayashi, Y Huang, R Yonetani, M Hamaya, K Tanaka, ... 2021 IEEE International Conference on Robotics and Automation (ICRA), 968-974, 2021 | 30 | 2021 |
Learning robotic assembly tasks with lower dimensional systems by leveraging physical softness and environmental constraints M Hamaya, R Lee, K Tanaka, F von Drigalski, C Nakashima, Y Shibata, ... 2020 IEEE International Conference on Robotics and Automation (ICRA), 7747-7753, 2020 | 29 | 2020 |
Multipolar: Multi-source policy aggregation for transfer reinforcement learning between diverse environmental dynamics M Barekatain, R Yonetani, M Hamaya arXiv preprint arXiv:1909.13111, 2019 | 29 | 2019 |
A compact, cable-driven, activatable soft wrist with six degrees of freedom for assembly tasks F von Drigalski, K Tanaka, M Hamaya, R Lee, C Nakashima, Y Shibata, ... 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2020 | 26 | 2020 |
Contact-based in-hand pose estimation using bayesian state estimation and particle filtering F Von Drigalski, S Taniguchi, R Lee, T Matsubara, M Hamaya, K Tanaka, ... 2020 IEEE International Conference on Robotics and Automation (ICRA), 7294-7299, 2020 | 26 | 2020 |
Elastic decision transformer YH Wu, X Wang, M Hamaya Advances in Neural Information Processing Systems 36, 2024 | 24 | 2024 |
Dry-wireless EEG and asynchronous adaptive feature extraction towards a plug-and-play co-adaptive brain robot interface G Lisi, M Hamaya, T Noda, J Morimoto 2016 IEEE International Conference on Robotics and Automation (ICRA), 959-966, 2016 | 23 | 2016 |
Learning assistive strategies from a few user-robot interactions: Model-based reinforcement learning approach M Hamaya, T Matsubara, T Noda, T Teramae, J Morimoto 2016 IEEE International Conference on Robotics and Automation (ICRA), 3346-3351, 2016 | 23 | 2016 |
Learning task-parametrized assistive strategies for exoskeleton robots by multi-task reinforcement learning M Hamaya, T Matsubara, T Noda, T Teramae, J Morimoto 2017 IEEE International Conference on Robotics and Automation (ICRA), 5907-5912, 2017 | 20 | 2017 |
Learning soft robotic assembly strategies from successful and failed demonstrations M Hamaya, F von Drigalski, T Matsubara, K Tanaka, R Lee, C Nakashima, ... 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2020 | 19 | 2020 |
Sample-efficient learning of deformable linear object manipulation in the real world through self-supervision R Lee, M Hamaya, T Murooka, Y Ijiri, P Corke IEEE Robotics and Automation Letters 7 (1), 573-580, 2021 | 18 | 2021 |
Trans-am: Transfer learning by aggregating dynamics models for soft robotic assembly K Tanaka, R Yonetani, M Hamaya, R Lee, F von Drigalski, Y Ijiri 2021 IEEE International Conference on Robotics and Automation (ICRA), 4627-4633, 2021 | 16 | 2021 |
Towards balance recovery control for lower body exoskeleton robots with variable stiffness actuators: Spring-loaded flywheel model C Doppmann, B Ugurlu, M Hamaya, T Teramae, T Noda, J Morimoto 2015 IEEE International Conference on Robotics and Automation (ICRA), 5551-5556, 2015 | 14 | 2015 |
Robotic learning from advisory and adversarial interactions using a soft wrist M Hamaya, K Tanaka, Y Shibata, F Von Drigalski, C Nakashima, Y Ijiri IEEE Robotics and Automation Letters 6 (2), 3878-3885, 2021 | 13 | 2021 |
Vision-language interpreter for robot task planning K Shirai, CC Beltran-Hernandez, M Hamaya, A Hashimoto, S Tanaka, ... 2024 IEEE International Conference on Robotics and Automation (ICRA), 2051-2058, 2024 | 9 | 2024 |
User-robot collaborative excitation for PAM model identification in exoskeleton robots M Hamaya, T Matsubara, T Noda, T Teramae, J Morimoto 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2017 | 9 | 2017 |
Learning by breaking: food fracture anticipation for robotic food manipulation R Ishikawa, M Hamaya, F Von Drigalski, K Tanaka, A Hashimoto IEEE Access 10, 99321-99329, 2022 | 8 | 2022 |