Publication | Closed Access
Deep-RMSA: A Deep-Reinforcement-Learning Routing, Modulation and Spectrum Assignment Agent for Elastic Optical Networks
89
Citations
4
References
2018
Year
Artificial IntelligenceAutonomous NetworkEngineeringMachine LearningDeep ReinforcementNetwork AnalysisEducationReinforcement Learning (Educational Psychology)Intelligent SystemsMulti-agent LearningLearning ControlElastic Optical NetworksReinforcement Learning (Computer Engineering)Deep-reinforcement-learning RoutingSystems EngineeringRobot LearningOptical NetworkingFree-space Optical NetworkSpectrum Assignment AgentAutonomous LearningAction Model LearningComputer ScienceDeep Reinforcement LearningSelf-learning Rmsa AgentAutonomous Rmsa
This paper demonstrates Deep-RMSA, a deep reinforcement learning based self-learning RMSA agent that can learn successful policies from dynamic network operations while realizing cognitive and autonomous RMSA in EONs.
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