Design of Reinforcement Learning Guidance Law for Antitorpedo Torpedoes

• Published in: International Journal of Aerospace Engineering Vol. 2025; no. 1
• Main Authors: Wang, Zhong, Wen, Zhiwen, Cui, Weitong, Zhou, Daming, Wang, Pei
• Format: Journal Article
• Language: English
• Published: New York John Wiley & Sons, Inc 01.01.2025; Wiley
• Subjects: Accuracy; Acoustics; Algorithms; Defense; Design; Guidance (motion); Kinematics; Laws, regulations and rules; Machine learning; Methods; Missiles; R&D; Research & development; Velocity

Guidance law design is a critical technology that directly influences the interception performance of antitorpedo torpedoes. In response to the performance degradation of classic proportional guidance laws and derivative guidance laws when intercepting high‐speed underwater targets and the significa...