Reinforcement learning based routing in all-optical networks

Yvan Pointurier; Fariba Heidari

doi:10.1109/broadnets.2007.4550533

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JOURNAL ARTICLE

Reinforcement learning based routing in all-optical networks

Yvan Pointurier Fariba Heidari

Year: 2007 Pages: 919-921

DOI: 10.1109/broadnets.2007.4550533

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Abstract

We present and evaluate a reinforcement learning-based RWA algorithm for all-optical networks subject to physical impairments. The technique is suitable for decentralized networks and is compared with other techniques with similar computational complexity.

Keywords:

Reinforcement learning Computer science Routing (electronic design automation) Reinforcement Routing algorithm Artificial intelligence Computational complexity theory Distributed computing Computer network Machine learning Routing protocol Algorithm Engineering

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Topics

Optical Network Technologies

Physical Sciences → Engineering → Electrical and Electronic Engineering

Advanced Optical Network Technologies

Physical Sciences → Engineering → Electrical and Electronic Engineering

Advanced Photonic Communication Systems

Physical Sciences → Engineering → Electrical and Electronic Engineering

Reinforcement learning based routing in all-optical networks

Abstract

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