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智慧型控制與最佳化實驗室Intelligent Control and Optimization LaboratoryOffice: Complex Building Room 604-1    TEL (Office): (886-2)  2771-2171  # 4324    ICO Lab: Complex Building Room B06    TEL (ICO Lab):   (886-2)  2771-2171  # 4376  

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Publications

Journal Papers:

  1. Nien-Tsu Hu*, Hsiang-Tung Kao, Chin-Sheng Chen, and Shih-Hao Chang "Actor–Critic Trajectory Controller with Optimal Design for Nonlinear Robotic Systems" CMC-Computers Materials & Continua, 2025. (Accepted, SCI, IF:1.7; Scopus CiteScore Rank: 51/361=14.1%, Modeling and Simulation) 
  2. Nien-Tsu Hu, Ching-Chien Huang*, Chih-Chieh Mo and Chien-Lin Huang*  "Exploring Learning Strategies for Training Deep Neural Networks Using Multiple Graphics Processing Units" Sensors and Materials, Vol. 36, No. 9, pp. 3743–3755, 2024. (SCI, IF:1; Scopus CiteScore Rank: 106/174=60.9%, Instrumentation) 
  3. Pu-Sheng Tsai*, Nien-Tsu Hu, Ter-Feng Wu, Jen-Yang Chen, Tzu-Hung Chao, “Multifunctional Bicycle Helmet Using Internet of Things Technology,” Sensors and Materials, Vol. 33, No. 5, pp. 1589-1602, 2021. (SCI, IF:1; Scopus CiteScore Rank: 106/174=60.9%, Instrumentation) (Cover of this Issue)

Conference Papers:

  1. Nien-Tsu Hu*, Hsiang-Tung Kao, "Trajectory Tracking of a Single-Link Manipulator via Reinforcement Learning and Optimal Control Integration" 2025 8th Artificial Intelligence and Cloud Computing Conference (AICCC 2025), December 20-22, 2025 in Tokyo University of Agriculture and Technology (Koganei campus), Tokyo, Japan.(NSTC 114-2221-E-027-104)
  2. 胡念祖*、林裕晟、陳金聖,"基於故障擾動與在線高斯過程回歸的固定翼無人機自適應容錯控制",中國機械工程學會第42屆全國學術研討會(CSME2025) ,國立陽明交通大學,新竹市,台灣,12/5-6,2025。(NSTC 113-2221-E-027-084)
  3. Li-Wen Feng, Nien-Tsu Hu*,"A Comparative Study of Forecasting Models Using the Temporal Fusion Transformer in Pharmacy Chain Sales Systems",The 22nd International Conference on Automation Technology (Automation 2025),November, 28-30, 2025, Kaohsiung, Taiwan. (NSTC 113-2221-E-027-084)
  4. Tung Chiang*, Chin-Sheng Chen, Nien-Tsu Hu,"NURBS Smooth Path Dynamic Planning for Autonomous Mobile Robots with Pedestrian Prediction" The 11th International Conference of Asian Society for Precision Engineering and Nanotechnology (ASPEN 2025), November, 25-28, 2025 in New Taipei City, Taiwan.(NSTC 113-2221-E-027-084)

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