Reinforcement Learning for Cognitive Delay/Disruption Tolerant Network Node Management in an LEO-based Satellite Constellation

no code implementations • 27 Sep 2022 • Xue Sun, Changhao Li, Lei Yan, Suzhi Cao

Therefore, this paper proposes a centralized approach to automatically manage cognitive DTN nodes in low earth orbit (LEO) satellite constellation scenarios based on the advanced reinforcement learning (RL) strategy advantage actor-critic (A2C).

Management Reinforcement Learning (RL)