Thethe use of $\tanh$Tanh is purely because it fits the described problem (rspeciallyEspecially for values that are min-max normalized). I have worked on couple of professional RL projects (specifically, specifically with actions in the continuous space) and I did not use $\tanh$tanh at all. Hope that helped :)