Data and code for: Rapid speed control of traveling-wave ultrasonic motors using sensorless deep reinforcement learning

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Authors: Tatsuki Sasamura, Takeshi Morita
Cited by: 0

Abstract

This Zenodo record provides the processed datasets (CSV) and Python scripts used to reproduce the figures in the article "Rapid speed control of traveling-wave ultrasonic motors using sensorless deep reinforcement learning" by Tatsuki Sasamura and Takeshi Morita, published in Sensors and Actuators A: Physical 409, 118114 (2026), https://doi.org/10.1016/j.sna.2026.118114. Raw experimental data and training logs/model weights are not included due to confidentiality restrictions related to an industry collaboration. Data are released under CC BY 4.0; code is released under the MIT License.

Fields of Study & Subjects

Piezoelectric Actuators and Control Iterative Learning Control Systems Reinforcement Learning in Robotics

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
11 January 2026
Language
EN
Document type
Dataset