/RL-NCS

This is the implementation of "Rl-Ncs: Reinforcement Learning Based Data-Driven Approach For Nonuniform Compressed Sensing" paper.

Packages you need-

  1. Python 3.6.8
  2. Tensorflow 1.9.0
  3. Scipy 1.2.1
  4. Numpy 1.16.2
  5. Cvxpy 1.0.21

If you use this code, please cite-

  author={N. {Karim} and A. {Zaeemzadeh} and N. {Rahnavard}},
  booktitle={2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP)}, 
  title={Rl-Ncs: Reinforcement Learning Based Data-Driven Approach For Nonuniform Compressed Sensing}, 
  year={2019},
  volume={},
  number={},
  pages={1-6},}