Search Results

• Progressive Optimal Path Sampling for Closed-Loop Optimal Control Design with Deep Neural Networks

  Xuanxi Zhang, Jihao Long, Wei Hu, Weinan E, Jiequn Han

  2025-10-31

  24722 344 Pages:223-263

• Prompt Engineering Through the Lens of Optimal Control

  Yifan Luo, Yiming Tang, Chengfeng Shen, Zhenan Zhou, Bin Dong

  2023-12-28

  26275 3069 Pages:241-258 Open-access

• Reinforcement Learning Algorithm for Mixed Mean Field Control Games

  Andrea Angiuli, Nils Detering, Jean-Pierre Fouque, Mathieu Laurière, Jimin Lin

  2023-06-06

  32578 4207 Pages:108-137 Open-access

• Variational Formulations of ODE-Net as a Mean-Field Optimal Control Problem and Existence Results

  Noboru Isobe, Mizuho Okumura

  2024-11-07

  17981 2251 Pages:413-444 Open-access

• Stochastic Operator Network: A Stochastic Maximum Principle Based Approach to Operator Learning

  Ryan Bausback, Jingqiao Tang, Lu Lu, Feng Bao, Phuoc-Toan Huynh

  2026-01-28

  474 209 Pages:71-96

• A Multimodal PDE Foundation Model for Prediction and Scientific Text Descriptions

  Elisa Negrini, Yuxuan Liu, Liu Yang, Stanley J. Osher, Hayden Schaeffer

  2025-11-14

  24274 285 Pages:290-317