Abstract

For intelligent systems to operate independently and make defensible judgments, they require efficient knowledge representation, reasoning, and planning strategies. This essay investigates these essential elements, going over their definitions, significance, methods, and incorporation in many applications. This study tries to provide insights into creating reliable and effective intelligent systems while resolving the difficulties they encounter by looking at recent developments and emerging trends.