A Dynamic Planning Algorithm based on Q-Learning Routing in SDON

机译：基于SDON Q学习路由的动态规划算法

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This paper introduces an adaptive routing algorithm based on Q-learning in the SDON controller, which effectively realizes dynamic load balancing and reduces the risk of congestion in the optical transmission network. © 2020 The Author(s)

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《Asia Communications and Photonics Conference;International Conference on Information Photonics and Optical Communications 》|2020年|1-3|共3页
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Jingkun Shang; Hui Li; Xiangkun Man; Fang Wu; Jia Wei Zhao; Xiaomei Ma;
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Adaptive systems; Heuristic algorithms; Routing; Load management; Time complexity; Photonics; Signal to noise ratio;

机译：自适应系统;启发式算法;路由;负载管理;时间复杂性;光子学;信噪比;

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1. Modeling of route planning system based on Q value-based dynamic programming with multi-agent reinforcement learning algorithms [J] . Mortaza Zolfpour-Arokhlo, Ali Selamat, Siti Zaiton Mohd Hashim, Engineering Applications of Artificial Intelligence . 2014 ,第mara期

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2. The optimal route planning for inspection task of autonomous underwater vehicle composed of MOPSO-based dynamic routing algorithm in currents [J] . Lin Yu-Hsien, Huang Lin-Chin, Chen Shao-Yu, Applied Ocean Research . 2018 ,第期

机译：基于MOPSO的动态路由算法的自主水下车辆检查任务的最佳路线规划
3. The optimal route planning for inspection task of autonomous underwater vehicle composed of MOPSO-based dynamic routing algorithm in currents [J] . Lin Yu-Hsien, Huang Lin-Chin, Chen Shao-Yu, Applied Ocean Research . 2018 ,第期

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4. Adaptive Q-learning Algorithm for AUV Route Planning [C] . Yingying Zhu, Changan Dai, Jiahao Xia International Conference on Advanced Materials, Intelligent Manufacturing and Automation . 2019

机译：AUV路线规划的自适应Q学习算法
5. Applying a router-based-distributed bandwidth allocation algorithm to dynamically implement traffic engineering over MPLS-based networks in order to increase the quality of service for non-elastic applications. [D] . Nunez, Benjamin. 2006

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6. Walking Secure: Safe Routing Planning Algorithm and Pedestrian’s Crossing Intention Detector Based on Fuzzy Logic App [O] . José Manuel Lozano Domínguez, Tomás de J. Mateo Sanguino 2021

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7. Study on the route planning algorithms using Q value-based dynamic programming [O] . Mainali Manoj Kanta 2011

机译：基于Q值动态规划的路径规划算法研究

A Dynamic Planning Algorithm based on Q-Learning Routing in SDON

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