Exploiting Multi-Task Learning to Achieve Effective Transfer Deep Reinforcement Learning in Elastic Optical Networks
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OSA
Reference7 articles.
1. Knowledge-Based Autonomous Service Provisioning in Multi-Domain Elastic Optical Networks
2. Experimental Demonstration of Machine-Learning-Aided QoT Estimation in Multi-Domain Elastic Optical Networks with Alien Wavelengths
3. Cognitive Assurance Architecture for Optical Network Fault Management
4. DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks
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3. Multi-Associated Parameters Aggregation-Based Routing and Resources Allocation in Multi-Core Elastic Optical Networks;IEEE/ACM Transactions on Networking;2022-10
4. High-Generalizability Reinforcement Learning Based Capacity Optimization in WDM Long-Haul Networks;IEEE Photonics Technology Letters;2022-09-01
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