Separable approximations of optimal value functions under a decaying sensitivity assumption
2023 62ND IEEE CONFERENCE ON DECISION AND CONTROL, CDC(2023)
摘要
An efficient approach for the construction of separable approximations of optimal value functions from interconnected optimal control problems is presented. The approach is based on assuming decaying sensitivities between subsystems, enabling a curse-of-dimensionality free approximation, for instance by deep neural networks.
更多查看译文
关键词
optimal value functions,separable approximations,sensitivity assumption
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要