XLRON: Accelerated Reinforcement Learning Environments for Optical Networks

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.