Autonomous systems and intelligent agents are designed to perceive environments, make decisions, and act independently. This field includes robotics, autonomous vehicles, decision-making agents, and reinforcement learning systems. Research emphasizes safety, adaptability, and real-time intelligence in dynamic environments.