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    1
    Design and Optimization of the Deep Reinforcement Learning based Offloading with Time Dependence Capturing in the Cloud, Edge, Vehicular-Fog, and UE Federated System
    • Department of Computer Science and Information Engineering /111/ Master
    • Author: Kuan-Ting Chen   Advisor: Huei-Wen Ferng
    • Task offloading in the multi-access edge computing (MEC) is an important technology. However, most …
    • Clicks: 819  Downloads: 0 
    • Full text public date 2026/02/14 (Intranet public)
    • Full text public date 2026/02/14 (Internet public)
    • Full text public date 2026/02/14 (National library)

    2
    Study on Semi-active Vibration Suppression Control with a Magnetorheological Damper by Deep Reinforcement Learning

    3
    Convolutional LSTM based Bidirectional RNN with Self-attention for deep reinforcement learning in Video Summarization

    4
    Research on path tracking and rear wheel steering of articulated vehicle using deep reinforcement learning

    5
    Optimizing the Sensor Placement for Foot Plantar Center of Pressure using Deep Reinforcement Learning
    • Department of Electronic and Computer Engineering /108/ Master
    • Author: Cheng-Wu Lin   Advisor: Shanq-Jang Ruan
    • We study the foot plantar sensor placement by deep reinforcement learning algorithm without using a…
    • Clicks: 483  Downloads: 0 
    • Full text public date 2025/08/23 (Intranet public)
    • Full text public date This full text is not authorized to be published. (Internet public)
    • Full text public date This full text is not authorized to be published. (National library)

    6
    Study on Collision Mitigation of a Robot Manipulator Based on Deep Learning Model Following Control and Series Elastic Actuators

    7
    Design of Load Balancing with Joint Deadline and Link Information Consideration Assisted by DRL-Based Congestion Control in a Data Center Network
    • Department of Computer Science and Information Engineering /112/ Master
    • Author: Ting-Wei Ye   Advisor: Huei-Wen Ferng
    • In the modern data center network (DCN) environment, the spine-leaf topology isused. However, in th…
    • Clicks: 232  Downloads: 0 
    • Full text public date 2026/08/29 (Intranet public)
    • Full text public date 2026/08/29 (Internet public)
    • Full text public date 2026/08/29 (National library)

    8
    End-to-End Reinforcement Learning for ADAS High-Speed Privileged Agent
    1