Intelligent agent
term_id: intelligent_agent
Category: application_paradigms
Definition
An intelligent agent is a system capable of perceiving its surroundings through sensors or data inputs, processing this information using reasoning algorithms, and acting upon the environment via actuators or API calls to maximize goal achievement. Unlike static scripts, agents can adapt to dynamic conditions, learn from feedback, and operate autonomously over extended periods, making them essential for complex decision-making scenarios.
Summary
An autonomous software entity that perceives its environment, reasons about actions, and executes tasks to achieve specific goals.
Key Concepts
- Autonomy
- Perception-Action Loop
- Goal Orientation
- Reactivity
Use Cases
- Autonomous trading bots executing market strategies
- Robotic process automation handling multi-step workflows
- Personal assistants managing calendar and email tasks