I am thinking of an application where I want to teach a Neural Network to adjust some parameters on another device for a specific purpose. I say "adjust some parameters" because I need the output to "turn the knobs" of something else, not only binary "push buttons"
What kind of neural network do I need? is it a specific architecture?
The NNs I have used so far were sequential and outputting vectors like  or  and classifiers with outputs like [1,0,0,0] [0,1,0,0] [0,0,1,0] [0,0,0,1] for example
But now I need outputs like [0.25, 0.99, 0.14, 0.54],
- 0.25 for knob 1
- 0.99 for knob 2
- 0.14 for knob 3
- 0.54 for knob 4
Thank you for your answers