06.1 - Flight Dynamics and Control (Control & Modelling)LEARNING-BASED MIDCOURSE GUIDANCE FOR VELOCITY MAXIMIZATION WITH ANGULAR CONSTRAINTT. Jin¹, H. Li¹, S. He¹, Y. Li¹; ¹Beijing Institute of Technology, China This paper investigates the midcourse guidance problem for velocity maximization with angular constraint, and we propose a learning-based approach to solve it. A deep neural network is first trained offline by supervised learning approach, then utilized online to realize optimal performance. And transfer learning is also used to improve the generalization ability of the proposed algorithm. |