I have a custom environment where the state is N x 3 (N in the range of thousands) and action space is N x 3 x K (K is in the range of 10s).
How to pass such a large state and action space? I know I can single out each element from this large array and pass them. But is there any easier way where it's possible to pass the array as a whole than each element? (I need this when writing my custom RL environment).
Is there any suggestion in general when dealing with a large number of actions and states? Is there any example I can follow?