PPaperPicks

Ping-Chun Hsieh

10 papers at tracked venues · 8 at CORE A* · active 2024–2025

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Venues

ICML ×3ICLR ×2NeurIPS ×2AAAI ×1ECML-PKDD ×1EMNLP ×1

Frequent coauthors

Shao-Hua Sun
×3
Wei Hung
×2
Kuang-Da Wang
×2
Wen-Chih Peng
×2
Kuo-Hao Ho
×2
I-Chen Wu
×2
Nai-Chieh Huang
×2
Chia-Han Yeh
×1
Tse-Sheng Nan
×1
Risto Vuorio
×1
Hung-Yen Wu
×1
Yu-Heng Hung
×1

Papers

  1. Action-Constrained Imitation Learning
    ICML 2025 ·
    Chia-Han Yeh
    ,
    Tse-Sheng Nan
    ,
    Risto Vuorio
    ,
    Wei Hung
    ,
    Hung-Yen Wu
    ,
    Shao-Hua Sun
    , Ping-Chun Hsieh
  2. BOFormer: Learning to Solve Multi-Objective Bayesian Optimization via Non-Markovian RL
    ICLR 2025 ·
    Yu-Heng Hung
    ,
    Kai-Jie Lin
    ,
    Yu-Heng Lin
    ,
    Chien-Yi Wang
    ,
    Cheng Sun
    , Ping-Chun Hsieh
  3. Efficient Action-Constrained Reinforcement Learning via Acceptance-Rejection Method and Augmented MDPs
    ICLR 2025 ·
    Wei Hung
    ,
    Shao-Hua Sun
    , Ping-Chun Hsieh
  4. Extending Automatic Machine Translation Evaluation to Book-Length Documents
    EMNLP 2025 ·
    Kuang-Da Wang
    ,
    Shuoyang Ding
    ,
    Chao-Han Huck Yang
    , Ping-Chun Hsieh,
    Wen-Chih Peng
    ,
    Vitaly Lavrukhin
    ,
    Boris Ginsburg
  5. Learning Human-Like RL Agents Through Trajectory Optimization With Action Quantization
    NeurIPS 2025 ·
    Jian-Ting Guo
    ,
    Yu-Cheng Chen
    , Ping-Chun Hsieh,
    Kuo-Hao Ho
    ,
    Po-Wei Huang
    ,
    Ti-Rong Wu
    ,
    I-Chen Wu
  6. Accelerated Policy Gradient: On the Convergence Rates of the Nesterov Momentum for Reinforcement Learning
    ICML 2024 ·
    Yen-Ju Chen
    ,
    Nai-Chieh Huang
    ,
    Ching-pei Lee
    , Ping-Chun Hsieh
  7. Diffusion-Reward Adversarial Imitation Learning
    NeurIPS 2024 ·
    Chun-Mao Lai
    ,
    Hsiang-Chun Wang
    , Ping-Chun Hsieh,
    Yu-Chiang Frank Wang
    ,
    Min-Hung Chen
    ,
    Shao-Hua Sun
  8. Enhancing Value Function Estimation through First-Order State-Action Dynamics in Offline Reinforcement Learning
    ICML 2024 ·
    Yun-Hsuan Lien
    , Ping-Chun Hsieh,
    Tzu-Mao Li
    ,
    Yu-Shuen Wang
  9. Offline Imitation of Badminton Player Behavior via Experiential Contexts and Brownian Motion
    ECML-PKDD 2024 ·
    Kuang-Da Wang
    ,
    Wei-Yao Wang
    , Ping-Chun Hsieh,
    Wen-Chih Peng
  10. PPO-Clip Attains Global Optimality: Towards Deeper Understandings of Clipping
    AAAI 2024 ·
    Nai-Chieh Huang
    , Ping-Chun Hsieh,
    Kuo-Hao Ho
    ,
    I-Chen Wu