DRL-Based Dynamic Destroy Approaches for Agile-Satellite Mission Planning
Wei Huang,
Zongwang Li,
Xiaohe He
et al.
Abstract:Agile-satellite mission planning is a crucial issue in the construction of satellite constellations. The large scale of remote sensing missions and the high complexity of constraints in agile-satellite mission planning pose challenges in the search for an optimal solution. To tackle the issue, a dynamic destroy deep-reinforcement learning (D3RL) model is designed to facilitate subsequent optimization operations via adaptive destruction to the existing solutions. Specifically, we first perform a clustering and … Show more
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