Deepqlearn to / from json not working

If i run a deepqlearn regression 1000 times using brain.value_net.to/fromJSON  I would expect the actions to improve. 

I don't see any significant improvement which is leading me to believe that I am not using the store and re-use correctly.

Does anyone have this working?