Multi-Commodity Flow Routing for Large-Scale LEO Satellite Networks Using Deep Reinforcement Learning

Author:

Tsai Kai-Chu1,Fan Lei2,Wang Li-Chun3,Lent Ricardo2,Han Zhu1

Affiliation:

1. University of Houston,Department of Electrical and Computer Engineering

2. University of Houston,Department of Engineering Technology

3. National Yang Ming Chiao Tung University,Department of Electrical Computer Engineering

Publisher

IEEE

Reference10 articles.

1. A dynamic routing concept for ATM-based satellite personal communication networks

2. Using ground relays for low-latency wide-area routing in megaconstellations

3. DRL-ER: An intelligent energy-aware routing protocol with guaranteed delay bounds in satellite mega-constellations;liu;IEEE Transactions on Network Science and Engineering,2020

4. Machine Learning for Networking: Workflow, Advances and Opportunities

5. Routing in a delay tolerant network

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