• Technical Conference:  30 March – 03 April 2025
  • Exhibition: 01 – 03 April 2025
  • Moscone Center, San Francisco, California, USA
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Poster / Demo

XLRON: Accelerated Reinforcement Learning Environments for Optical Networks (Th2A.21)

Presenter: Michael Doherty, University College London

We present XLRON: an open source project enabling, for the first time, GPU-accelerated reinforcement learning on optical network problems. We demonstrate 100-1000x speed-up in training time over similar tools, thereby opening new research possibilities.

Authors:Michael Doherty, University College London / Alejandra Beghelli, University College London

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