This diagram illustrates the main types of AI agents and how they differ in capability and autonomy. Reactive agents respond directly to inputs without memory, while planner agents use models to map out actions toward goals. Goal-based agents evaluate outcomes to choose optimal paths, and utility agents go further by weighing trade-offs to maximize performance. The most advanced, proactive agents, anticipate needs and act autonomously, bridging the gap between automation and intelligent decision-making.
