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DeepRMSA

For more details, see paper: DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks

Install / Use

/learn @xiaoliangchenUCD/DeepRMSA
About this skill

Quality Score

0/100

Supported Platforms

Universal

README

DeepRMSA

For more details, see paper: DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks (https://ieeexplore.ieee.org/document/8738827)

Run Deep_RMSA_A3C.py

K-SP-FF benchmark_NSFNET.py generates results for the KSF-FF and SP-FF algorithms

*.m files are used for generated precalculated routing information (if you want to apply the algorithm to a new topology)

Please contact xlichen@ucdavis.edu for any related question or concern.

View on GitHub
GitHub Stars64
CategoryProduct
Updated2mo ago
Forks31

Languages

Python

Security Score

80/100

Audited on Jan 27, 2026

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