AI Glossary & Dictionary for “Q”
Find the Flux+Form AI glossary & dictionary to help you make sense of common AI terms. Below you can find a AI Glossary & Dictionary for “Q”:
Q-Function
A function in reinforcement learning that estimates the value of taking specific actions in different states. Like a strategic advisor that helps evaluate the potential outcomes of different choices.
Q-Learning
A reinforcement learning algorithm that learns to make optimal decisions by estimating action values. Picture a robot learning which actions lead to the best results through trial and error.
Q-Network
A neural network that approximates the Q-function in deep reinforcement learning. Similar to a sophisticated decision system that learns to evaluate complex choices.
Q-Table
A lookup table that stores learned values for state-action pairs in Q-learning. Imagine a cheat sheet that lists the expected outcome for every possible move in different situations.
Quality Metric
A measurement that evaluates specific aspects of model performance. Like a report card that grades different aspects of a system’s capabilities.
Quantization
The process of reducing the precision of model weights to improve efficiency. Picture compressing a high-quality image to a smaller file size while maintaining acceptable quality.
Query
In the context of machine learning, an input or request sent to a model for processing. Similar to asking a specific question to get information from a database.
Query Vector
A representation of a search query that can be compared with other vectors. Like converting a search phrase into a format that helps find similar items in a digital library.
Question Answering
A system designed to automatically answer questions posed in natural language. Imagine a digital librarian that can read through documents and provide relevant answers to your questions.
Queue
In machine learning systems, a data structure that manages the order of processing tasks. Picture a waiting line that ensures requests are handled in the appropriate sequence.
This concludes our AI Glossary & Dictionary for “Q”
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