Intelligent agents are autonomous entities within artificial intelligence systems designed to perceive their environment through sensors, process gathered information, and execute actions using actuators to accomplish specific objectives. They adapt to changing conditions, make decisions based on data, and improve their performance over time, enabling applications such as robotics, virtual assistants, and automated problem-solving systems.