AI agents are sophisticated software entities designed to autonomously perceive, interact with, and respond to their environment. These agents integrate advanced functions such as learning, reasoning, and decision-making to perform tasks ranging from simple data collection to complex problem-solving, thereby playing a crucial role in enhancing the capabilities of various AI applications across industries.