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Nai-Chieh Huang Greetings, I am Nai-Chieh Huang, an undergraduate student majoring in Computer Science at National Yang Ming Chiao Tung Unviersity, formerly recognized as National Chiao Tung University. I am fortunate to be advised by Ping-Chun Hsieh. I am currently drawn to the fields of reinforcement learning, optimization, and diffusion decision-making.
Email: naich dot cs09 at nycu dot edu dot tw CV / Scholar / X (formerly Twitter) / Github |
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Publications |
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Accelerated Policy Gradient: On the Convergence Rates of the Nesterov Momentum for Reinforcement Learning
Yen-Ju Chen*, Nai-Chieh Huang*, Ching-pei Lee, Ping-Chun Hsieh ICML, 2024 |
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PPO-Clip Attains Global Optimality: Towards Deeper Understandings of Clipping
Nai-Chieh Huang, Ping-Chun Hsieh, Kuo-Hao Ho, I-Chen Wu AAAI, 2024 arXiv |
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Accelerated Policy Gradient: On the Nesterov Momentum for Reinforcement Learning
Yen-Ju Chen*, Nai-Chieh Huang*, Ping-Chun Hsieh ICML Frontiers4LCD Workshop, 2023 |
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