In some ways yes, but this effect would appear with any kind of reinforcement learning whether it's neural networks or just fuzzy logic. The goal is to promote certain behaviors and if it performs the behaviors that you promoted then the method works.

The problem is that, just like with KPI:s, promoting specific indicators too hard leads to suboptimal results.

It certainly drinks enough water /j