黃 志煒

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  多代理人深度強化學習在V2X網路中之多樣性和擴展性議題研究(1/2)

  Huang, C.-W. (PI)

  1/08/23 → 31/07/24

  研究計畫: Research

• 運用於車雲網路資源分配之多代理人深度增強式學習方法(3/3)

  Huang, C.-W. (PI)

  1/08/22 → 31/07/23

  研究計畫: Research

  • Vehicle Platform 100%
  • Multi-agent Deep Reinforcement Learning (MADRL) 100%
  • Resource Allocation 100%
  • Multi-view Video 100%
  • Anomaly Detection 100%

• 運用於車雲網路資源分配之多代理人深度增強式學習方法(2/3)

  Huang, C.-W. (PI)

  1/08/21 → 31/07/22

  研究計畫: Research

  • Multi-agent Deep Reinforcement Learning (MADRL) 100%
  • Resource Allocation 100%
  • Multi-Agent Deep Reinforcement Learning 100%
  • Allocation 100%
  • Reinforcement Learning 100%

• 運用於車雲網路資源分配之多代理人深度增強式學習方法(1/3)

  Huang, C.-W. (PI)

  1/08/20 → 31/07/21

  研究計畫: Research

  • Multi-agent Deep Reinforcement Learning (MADRL) 100%
  • Resource Allocation 100%
  • Multi-Agent Deep Reinforcement Learning 100%
  • Reinforcement Learning 100%
  • Allocation 100%

• 實現創新V2X車眾智慧合作共享服務的自駕車雲網的關鍵技術研究 - 子計畫二：運用於車載網路資源分配之多代理人增強式學習方法

  Huang, C.-W. (PI)

  1/08/19 → 31/07/20

  研究計畫: Research

• 應用於行動數據分流之深度增強式學習方法

  Huang, C.-W. (PI)

  1/08/18 → 31/07/19

  研究計畫: Research

  • Mobile Traffic Offloading 100%
  • Joints Demand 66%
  • Demand Forecasting 66%
  • Reinforcement Learning Algorithm 66%
  • Multi-agent Reinforcement Learning 66%

• 應用於行動異質網路之學習型自最佳化研究

  Huang, C.-W. (PI)

  1/08/17 → 31/07/18

  研究計畫: Research

  • Heterogeneous Mobile Networks 100%
  • Self-optimization 100%
  • Learning-based 100%
  • Self-organizing Networks 100%
  • Organizing Network 100%

• 應用於異質性網路行動裝置上之多路徑傳輸控制協定最佳化研究

  Huang, C.-W. (PI)

  1/08/16 → 31/07/17

  研究計畫: Research

  • Multipath TCP (MPTCP) 100%
  • Mobile Devices 100%
  • Heterogeneous Networks 100%
  • Mobile Device 100%
  • Wireless Access 100%

• 應用於異質性網路行動裝置上之多路徑傳輸控制協定最佳化研究

  Huang, C.-W. (PI)

  1/08/15 → 31/07/16

  研究計畫: Research