I have learned about Non-Deterministic Finite Automata (NFA) and Deterministic Finite Automata (DFA). These are mathematical models that represent the behavior of finite state machines. NFAs allow non-deterministic transitions, while DFAs have deterministic transitions between states. Both are used to recognize and represent regular languages, playing a crucial role in the study of formal languages and automata theory.