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Expert-Calibrated Learning for Online Optimization with Switching Costs

MIT licensed arxiv

Pengfei Li, Jianyi Yang and Shaolei Ren

Note

This is the official implementation of the SIGMETRICS 2022 paper

Requirements

  • python>=3.6

Installation

  • Clone this repo:
git clone git@github.com:Ren-Research/EC-L2O.git
cd EC-L2O
  • Install required packages
pip install -r requirements.txt

Quick start for training

  • Run the code
python train_unroll_batch.py  config_example.json

You can visualize the training statistics using tensorboard.