Agent
An AI system capable of taking actions autonomously to achieve specific goals in an environment.
Detailed Definition
An AI Agent is an autonomous software entity that perceives its environment through sensors, processes information using algorithms, and takes actions to achieve predetermined goals. Modern AI agents can operate in various domains, from chatbots handling customer service to sophisticated systems managing entire workflows. They're characterized by their ability to learn from interactions, adapt to changing conditions, and make decisions without constant human intervention. In 2024, agents have become more sophisticated with the integration of Large Language Models, enabling them to understand complex instructions and execute multi-step tasks with remarkable precision.
Core ConceptsMore in this Category
Action Model
An internal model used by AI agents to predict the potential outcomes of their actions in specific states.
Algorithm
A set of rules or instructions designed to solve a specific problem or perform a task.
Artificial Intelligence (AI)
The simulation of human intelligence in machines programmed to think and learn like humans.
Machine Learning
A subset of AI that enables systems to learn and improve automatically from experience without explicit programming.
Software Agent
A computer program that acts autonomously on behalf of users or other programs to perform specific tasks in a computer system or network.
Symbolic AI
An AI approach that performs reasoning and problem-solving by manipulating symbols representing concepts and rules.