Hello @MohmadAyman,
The proposal of the paper named “robot_gym” is built upon gym_gazebo. There’re no plans to release our particular setup (which is what’s discussed in this paper).
If you’re interested, you should be able to reproduce such setup yourself using gym-gazebo and customize it to your needs. There’re some community contributions that will facilitate the process.