Definition: Rule-based methods are a type of artificial intelligence that relies on predefined rules and logic to make decisions or solve problems. Instead of learning from data, these systems follow specific instructions established by human experts to achieve desired outcomes β essentially, they use βif-thenβ statements to guide their actions.