4th International IEEE Conference on Broadband Communications, Networks, Systems

Research Article

Reinforcement learning based routing in all-optical networks with physical impairments

  • @INPROCEEDINGS{10.1109/BROADNETS.2007.4550535,
        author={Yvan Pointurier and Fariba Heidari},
        title={Reinforcement learning based routing in all-optical networks with physical impairments},
        proceedings={4th International IEEE Conference on Broadband Communications, Networks, Systems},
        publisher={IEEE},
        proceedings_a={BROADNETS},
        year={2010},
        month={5},
        keywords={},
        doi={10.1109/BROADNETS.2007.4550535}
    }
    
  • Yvan Pointurier
    Fariba Heidari
    Year: 2010
    Reinforcement learning based routing in all-optical networks with physical impairments
    BROADNETS
    IEEE
    DOI: 10.1109/BROADNETS.2007.4550535
Yvan Pointurier1,*, Fariba Heidari1,*
  • 1: Department of Electrical and Computer Engineering, McGill University, Montreal, QC
*Contact email: yvan.pointurier@mail.mcgill.ca, fariba.heidari@mail.mcgill.ca

Abstract

We present and evaluate a reinforcement learningbased 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.