Artificial Intelligence (AI) Mastering Development

How are the coefficients of the Region of Interest being selected?

I was reading the following paper: "RL-NCS: REINFORCEMENT LEARNING BASED DATA-DRIVEN APPROACH FOR NONUNIFORM COMPRESSED SENSING", and my question is how they decide whether a signal is characterized as a region of interest coefficient or non-region of interest coefficient.