每年專案
個人檔案
研究專長
多臂機學習，強化學習，無線網路，貝氏最佳化
教育/學術資格
PhD, 電機工程, Texas A&M University
指紋
查看啟用 Ping-Chun Hsieh 的研究主題。這些主題標籤來自此人的作品。共同形成了獨特的指紋。
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網路
國家/地區層面的近期外部共同作業。按一下圓點深入探索詳細資料，或
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Deterministic Bandwidth-Based Packet-Level Traffic Splitting for Datacenter Networks
Wu, C. Y., Yen, L. H., Hsieh, P-C. & Tseng, C-C., 2022, APNOMS 2022 - 23rd Asia-Pacific Network Operations and Management Symposium: Data-Driven Intelligent Management in the Era of beyond 5G. Institute of Electrical and Electronics Engineers Inc., (APNOMS 2022 - 23rd Asia-Pacific Network Operations and Management Symposium: Data-Driven Intelligent Management in the Era of beyond 5G).研究成果: Conference contribution › 同行評審
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Neural Frank-Wolfe Policy Optimization for Region-of-Interest Intra-Frame Coding with HEVC/H.265
Ho, Y. H., Chia-Hao Kao, Peng, W-H. & Hsieh, P-C., 2022, 2022 IEEE International Conference on Visual Communications and Image Processing (VCIP). (2022 IEEE International Conference on Visual Communications and Image Processing (VCIP)).研究成果: Conference contribution › 同行評審
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Escaping from Zero Gradient: Revisiting Action-Constrained Reinforcement Learning via Frank-Wolfe Policy Optimization
Lin, J. L., Hung, W., Yang, S. H., Hsieh, P-C. & Liu, X., 27 7月 2021, p. 397-407. 11 p.研究成果: Paper › 同行評審
2 引文 斯高帕斯（Scopus） -
NeurWIN: Neural Whittle Index Network For Restless Bandits Via Deep RL
Nakhleh, K., Ganji, S., Hsieh, P-C., Hou, I. H. & Shakkottai, S., 12月 2021, Proceedings of the Thirty-fifth Conference on Neural Information Processing Systems. p. 1-20 20 p.研究成果: Conference contribution › 同行評審
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NeurWIN: Neural Whittle Index Network for Restless Bandits Via Deep RL
Nakhleh, K., Ganji, S., Hsieh, P. C., Hou, I. H. & Shakkottai, S., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, MA., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (編輯). Neural information processing systems foundation, p. 828-839 12 p. (Advances in Neural Information Processing Systems; 卷 2).研究成果: Conference contribution › 同行評審
1 引文 斯高帕斯（Scopus）