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Open Source Reinforcement Learning Framework for Routing and Spectrum Assignment

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RSA-RL

RSA-RL is an open source reinforcement learning framework for routing and spectrum assignment (RSA) in Python using PyTorch and PFRL.

Installation

To install rsa-rl, use pip.

$ pip install git+https://github.com/Optical-Networks-Group/rsa-rl.git

Getting Started

Two pointers to get you started:

  • Tutorials: explain how to evaluate your algorithm and compare it with heuristic algorithm
  • The API Reference (To appear)

License

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Open Source Reinforcement Learning Framework for Routing and Spectrum Assignment

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