Huang, Nai-Chieh

1. PPO-Clip Attains Global Optimality: Towards Deeper Understandings of Clipping
   2023/12/19 by Nai-Chieh Huang, Huang, Nai-Chieh, Ping-Chun Hsieh +5 · 8 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
2. Neural PPO-Clip Attains Global Optimality: A Hinge Loss Perspective
   2021/10/26 by Nai-Chieh Huang, Ping-Chun Hsieh, Huang, Nai-Chieh +11 · 1 citation
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
3. Accelerated Policy Gradient: On the Convergence Rates of the Nesterov Momentum for Reinforcement Learning
   2023/10/18 by Yen-Ju Chen, Nai-Chieh Huang, Chen, Yen-Ju +3 · 1 citation
   Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Advanced Memory and Neural Computing #Energy Harvesting in Wireless Networks