Mirror symmetry in actions in reinforcement learning

I am training a RL control problem to perforem neck kinematics. I want the action space to have mirror symmetry as explained in the paper.

https://arxiv.org/pdf/1801.08093.pdf

Is there any way to ensure that the action space has mirror symmetry.