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Nai-Chieh Huang

  1. 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
  2. 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