Accelerated Policy Gradient: On the Nesterov Momentum for Reinforcement Learning. - Yen-Ju Chen; Nai-Chieh Huang; Ping-Chun Hsieh (CoRR, 2023)

PPO-Clip Attains Global Optimality: Towards Deeper Understandings of Clipping. - Nai-Chieh Huang; Ping-Chun Hsieh; Kuo-Hao Ho; I-Chen Wu (AAAI, 2024)

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)