DeepCoop: Leveraging Cooperative DRL Agents to Achieve Scalable Network Automation for Multi-Domain SD-EONs

Baojia Li; Zuqing Zhu

doi:10.1364/OFC.2020.Th2A.29

Optical Fiber Communication Conference (OFC) 2020
OSA Technical Digest (Optica Publishing Group, 2020),
paper Th2A.29
•https://doi.org/10.1364/OFC.2020.Th2A.29

DeepCoop: Leveraging Cooperative DRL Agents to Achieve Scalable Network Automation for Multi-Domain SD-EONs

Baojia Li and Zuqing Zhu

Optical Fiber Communication Conference 2020

San Diego, California United States
8–12 March 2020
ISBN: 978-1-943580-71-2

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Poster Session II (Th2A)

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B. Li and Z. Zhu, "DeepCoop: Leveraging Cooperative DRL Agents to Achieve Scalable Network Automation for Multi-Domain SD-EONs," in Optical Fiber Communication Conference (OFC) 2020, OSA Technical Digest (Optica Publishing Group, 2020), paper Th2A.29.

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Abstract

We design DeepCoop to realize service provisioning in multi-domain software-defined elastic optical networks (SD-EONs) with cooperative deep reinforcement learning (DRL) agents.

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