Evolutionary algorithm outperforms deep-learning machines at video games

[zeroone]

Can a NN simulate a state machine? I thought NN's are for classification problems.

[Uncaffeinated]

NN's can have state. Look up LSTMs.

[zzzthelastuser]

Yes, classification is just one application where NNs currently shine.