Action Model
An internal model used by AI agents to predict the potential outcomes of their actions in specific states.
Detailed Definition
An action model is a key component of an AI agent's decision-making process that helps the agent understand the potential consequences of different actions. By simulating and predicting outcomes, the agent can evaluate the merits of potential action paths and choose actions that best achieve its goals. In complex or uncertain environments, an accurate action model is crucial for effective agent operation. Modern AI agents often combine action models with planning algorithms to look ahead and make informed decisions about sequences of actions that will lead to desired outcomes.
Core ConceptsMore in this Category
Agent
An AI system capable of taking actions autonomously to achieve specific goals in an environment.
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.
Inference
The process of a trained AI model generating a response or making a prediction based on new input.
Token
The basic unit of text that an AI model processes, which can be a word or part of a word.
Model
An AI model is a computer program built to work like a human brain, processing input to generate a response.