Regarding this: > ... the real solution will be some sort of hybrid between a neural net and some sort of finite state automata. From https://datascience.stac

Regarding this: > ... the real solution will be some sort of hybrid between a neural net and some sort of finite state automata. From https://datascience.stackexchange.com/a/25819 https://datascience.stackexchange.com/a/25819: > There is research showing that a DNN can simulate any FSM. Since there are more frameworks for DNN and DNN can perform more tasks than FSM, it appears to be more useful just to forgo FSM altogether. > More specifically, "Neural network for synthesizing deterministic finite automata" shows how a relatively simple neural network (NN) can quickly and automatically learn the correct deterministic finite automaton (DFA).