IEEE - Institute of Electrical and Electronics Engineers, Inc. - Routing in optical transport networks with deep reinforcement learning

Author(s): Jose Suarez-Varela ; Albert Mestres ; Junlin Yu ; Li Kuang ; Haoyu Feng ; Albert Cabellos-Aparicio ; Pere Barlet-Ros
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 November 2019
Volume: 11
Page(s): 547 - 558
ISSN (Electronic): 1943-0639
ISSN (Paper): 1943-0620
DOI: 10.1364/JOCN.11.000547
Regular:

Deep reinforcement learning (DRL) has recently revolutionized the resolution of decision-making and automated control problems. In the context of networking, there is a growing trend in the... View More

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