Peng, Ying

1. GEVRM: Goal-Expressive Video Generation Model For Robust Visual Manipulation
   2025/02/13 by Hongyin Zhang, Pengxiang Ding, Zhang, Hongyin +7 · 11 citations
   Computer Science · #Advanced Vision and Imaging #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO) #Visual Attention and Saliency Detection
2. Three algorithms for solving high-dimensional fully-coupled FBSDEs through deep learning
   2019/07/11 by Shaolin Ji, Shigē Péng, Ji, Shaolin +5 · 2 citations
   Physics and Astronomy · Engineering · Decision Sciences · #Model Reduction and Neural Networks #Fluid Dynamics and Turbulent Flows #Probabilistic and Robust Engineering Design
3. Solving stochastic optimal control problem via stochastic maximum principle with deep learning method
   2020/07/05 by Ji, Shaolin, Peng, Shige, Peng, Ying +1 · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
4. A novel control method for solving high-dimensional Hamiltonian systems through deep neural networks
   2021/11/04 by Shaolin Ji, Ji, Shaolin, Shigē Péng +5 · 1 citation
   Physics and Astronomy · Engineering · Economics, Econometrics and Finance · #Model Reduction and Neural Networks #Energy Load and Power Forecasting #Stochastic processes and financial applications
5. A deep learning method for solving stochastic optimal control problems driven by fully-coupled FBSDEs
   2022/04/12 by Ji, Shaolin, Peng, Shige, Peng, Ying +1 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)