Research Article
Reinforcement Learning Based Routing in All-Optical Networks
@INPROCEEDINGS{10.1109/BROADNETS.2007.4550533, author={Yvan Pointurier and Fariba Heidari}, title={Reinforcement Learning Based Routing in All-Optical Networks}, proceedings={4th International IEEE Conference on Broadband Communications, Networks, Systems}, publisher={IEEE}, proceedings_a={BROADNETS}, year={2010}, month={5}, keywords={All-optical networks Bit error rate Circuits Computational complexity Computer network management Computer networks Learning Technology management Wavelength assignment Wavelength routing}, doi={10.1109/BROADNETS.2007.4550533} }
- Yvan Pointurier
Fariba Heidari
Year: 2010
Reinforcement Learning Based Routing in All-Optical Networks
BROADNETS
IEEE
DOI: 10.1109/BROADNETS.2007.4550533
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.
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