Automata learning and formal verification represent converging fields aimed at enhancing the reliability and safety of complex systems. Automata learning involves the algorithmic inference of system ...
Learning automata constitute a branch of reinforcement learning that enables algorithms to iteratively refine their actions through continual interaction with uncertain, or stochastic, environments.