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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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過去五年中的合作和熱門研究領域
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基於深度強化學習與大規模物聯網之即時無線感測(4/4)
Hsieh, P.-C. (PI)
1/09/22 → 31/08/23
研究計畫: Other Government Ministry Institute
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基於深度強化學習與大規模物聯網之即時無線感測(3/4)
Hsieh, P.-C. (PI)
1/09/21 → 30/11/22
研究計畫: Other Government Ministry Institute
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基於深度強化學習與大規模物聯網之即時無線感測(2/4)
Hsieh, P.-C. (PI)
1/09/20 → 30/11/21
研究計畫: Other Government Ministry Institute
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基於深度強化學習與大規模物聯網之即時無線感測(1/4)
Hsieh, P.-C. (PI)
1/09/19 → 30/11/20
研究計畫: Other Government Ministry Institute
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Accelerated Policy Gradient: On the Convergence Rates of the Nesterov Momentum for Reinforcement Learning
Chen, Y. J., Huang, N. C., Lee, C. P. & Hsieh, P. C., 2024, 於: Proceedings of Machine Learning Research. 235, p. 6881-6949 69 p.研究成果 › 同行評審
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Enhancing Value Function Estimation through First-Order State-Action Dynamics in Offline Reinforcement Learning
Lien, Y. H., Hsieh, P. C., Li, T. M. & Wang, Y. S., 2024, 於: Proceedings of Machine Learning Research. 235, p. 29782-29794 13 p.研究成果 › 同行評審
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Offline Imitation of Badminton Player Behavior via Experiential Contexts and Brownian Motion
Wang, K. D., Wang, W. Y., Hsieh, P. C. & Peng, W. C., 2024, Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track - European Conference, ECML PKDD 2024, Proceedings. Bifet, A., Krilavičius, T., Miliou, I. & Nowaczyk, S. (編輯). Springer Science and Business Media Deutschland GmbH, p. 348-364 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 14950 LNAI).研究成果: Conference contribution › 同行評審
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PPO-Clip Attains Global Optimality: Towards Deeper Understandings of Clipping
Huang, N. C., Hsieh, P. C., Ho, K. H. & Wu, I. C., 25 3月 2024, Technical Tracks 14. Wooldridge, M., Dy, J. & Natarajan, S. (編輯). 11 編輯 Association for the Advancement of Artificial Intelligence, p. 12600-12607 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence; 卷 38, 編號 11).研究成果: Conference contribution › 同行評審
開啟存取7 引文 斯高帕斯（Scopus） -
Coordinate Ascent for Off-Policy RL with Global Convergence Guarantees
Su, H. E., Chen, Y. J., Hsieh, P. C. & Liu, X., 2023, 於: Proceedings of Machine Learning Research. 206, p. 1331-1378 48 p.研究成果: Conference article › 同行評審