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Creators/Authors contains: "Zhu, Zuqing"

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Exploiting Multi-Task Learning to Achieve Effective Transfer Deep Reinforcement Learning in Elastic Optical Networks

https://doi.org/10.1364/OFC.2020.M1B.3

Chen, Xiaoliang; Proietti, Roberto; Liu, Che-Yu; Zhu, Zuqing; Ben Yoo, S. J. (January 2020, Optical Fiber Communication Conference)
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DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks

https://doi.org/10.1109/JLT.2019.2923615

Chen, Xiaoliang; Li, Baojia; Proietti, Roberto; Lu, Hongbo; Zhu, Zuqing; Yoo, S.J.Ben (July 2019, Journal of Lightwave Technology)

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Self-Taught Anomaly Detection With Hybrid Unsupervised/Supervised Machine Learning in Optical Networks

https://doi.org/10.1109/JLT.2019.2902487

Chen, Xiaoliang; Li, Baojia; Proietti, Roberto; Zhu, Zuqing; Yoo, S. J. (April 2019, Journal of Lightwave Technology)

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Demonstration of distributed collaborative learning with end-to-end QoT estimation in multi-domain elastic optical networks

https://doi.org/10.1364/OE.27.035700

Chen, Xiaoliang; Li, Baojia; Proietti, Roberto; Liu, Che-Yu; Zhu, Zuqing; Ben Yoo, S. J. (November 2019, Optics Express)
Hierarchical Learning for Cognitive End-to-End Service Provisioning in Multi-Domain Autonomous Optical Networks

https://doi.org/10.1109/JLT.2018.2883898

Liu, Gengchen; Zhang, Kaiqi; Chen, Xiaoliang; Lu, Hongbo; Guo, Jiannan; Yin, Jie; Proietti, Roberto; Zhu, Zuqing; Yoo, S. J. (January 2019, Journal of Lightwave Technology)

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