Deep Reinforcement Learning

Application of Deep Reinforcement Learning to Thermal Control of Space Telescope

This paper provided detailed verification of the application of deep reinorcement learning to space telescope thermal control from three perspectives.

Yan XIONG(熊琰), Liang Guo, Defu Tian

Application of Deep Reinforcement Learning to Thermal Control of Space Telescope

Intelligent Thermal Control Algorithm Based on Deep Deterministic Policy Gradient for Spacecraft

An intelligent thermal controller based on the deep deterministic policy gradient, called DRLTC, is proposed.

Yan XIONG(熊琰), Liang Guo, Hongliang Wang, Yong Huang, Chunlong Liu

Intelligent Thermal Control Algorithm Based on Deep Deterministic Policy Gradient for Spacecraft

Intelligent Thermal Design Procedure Based on Machine Learning for Lyman-alpha Solar Telescope

IEEE Transactions on Aerospace and Electronic Systems (under review).

Yan XIONG(熊琰)

Intelligent Thermal Design Procedure Based on Machine Learning for Lyman-alpha Solar Telescope