Certifiable reliability is not the only goal. But even in safety critical tasks I have seen NNs and MDPs used to derive a good enough solution, then training t

Certifiable reliability is not the only goal. But even in safety critical tasks I have seen NNs and MDPs used to derive a good enough solution, then training turned off and the system certified (e.g. by running a large gold standard collection of test cases)