On Design and Implementation of Reinforcement Learning Based Cognitive Routing for Autonomous Networks-Reference-Cited by-同舟云学术

On Design and Implementation of Reinforcement Learning Based Cognitive Routing for Autonomous Networks

Published:2023-01 Issue:1 Volume:27 Page:205-209
ISSN:1089-7798
Container-title:IEEE Communications Letters
language:
Short-container-title:IEEE Commun. Lett.

Author:

Xiao Yang¹^ORCID,Li Jianxue¹^ORCID,Wu Jiawei¹^ORCID,Liu Jun¹^ORCID

Affiliation:

1. Intelligent Perception and Computing Research Center, School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing, China

Funder

BUPT Excellent Ph.D. Students Foundation

Ministry of Education (MoE)-China Mobile Communications Group Co.,Ltd. (CMCC) Artificial Intelligence Project

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Science Applications,Modeling and Simulation

Link

http://xplorestaging.ieee.org/ielx7/4234/10008392/09907047.pdf?arnumber=9907047

Reference16 articles.

1. Continuous control with deep reinforcement learning;lillicrap;arXiv 1509 02971,2015

2. RLlib: Abstractions for distributed reinforcement learning;liang;Proc 35th Int Conf Mach Learn (ICML),2018

3. Soft actor-critic: Off-policy maximum entropy deep reinforcement learning with a stochastic actor;haarnoja;Proc 35th Int Conf Mach Learn (ICML),2018

4. Proximal policy optimization algorithms;schulman;arXiv 1707 06347,2017

5. Knowledge-Defined Networking

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