Artificial Intelligence & Machine Learning
The concept in which a machine learning approach where an agent learns to make decisions by receiving rewards or penalties is best known as which of these terms?
Difficulty: Hard
About this MCQ
This Hard Artificial Intelligence & Machine Learning MCQ checks one syllabus fact.
The question is: “The concept in which a machine learning approach where an agent learns to make decisions by receiving rewards or penalties is best known as which of these terms?”
The accepted answer is A. Reinforcement learning. The concept in which a machine learning approach where an agent learns to make decisions by receiving rewards or penalties is best known as which of these terms is answered by Reinforcement learning option A Option B Training data does not match the stem it is a near-miss used to catch incomplete recall of Reinforcement learning Option C Classification does not match the stem it is a near-miss used to catch incomplete recall of Reinforcement learning Remaining alternatives Unsupervised learning fall outside the same rule and should be eliminated once Reinforcement learning is identified Artificial Intelligence Machine Learning questions of this type reward precise definitions rather than approximate associations Artificial Intelligence Machine Learning recall of this distinction is a regular.
- A. Reinforcement learning ✓
- B. Training data
Why not B: “Training data” is not correct. The accepted answer is A. Reinforcement learning. The concept in which a machine learning approach where an agent learns to make decisions by receiving rewards or penalties is best known as which of these terms is answered by Rein
- C. Classification
Why not C: “Classification” is not correct. The accepted answer is A. Reinforcement learning. The concept in which a machine learning approach where an agent learns to make decisions by receiving rewards or penalties is best known as which of these terms is answered by Rein
- D. Unsupervised learning
Why not D: “Unsupervised learning” is not correct. The accepted answer is A. Reinforcement learning. The concept in which a machine learning approach where an agent learns to make decisions by receiving rewards or penalties is best known as which of these terms is answered by Rein
Correct answer
A. Reinforcement learning
Explanation
The concept in which a machine learning approach where an agent learns to make decisions by receiving rewards or penalties is best known as which of these terms is answered by Reinforcement learning option A Option B Training data does not match the stem it is a near-miss used to catch incomplete recall of Reinforcement learning Option C Classification does not match the stem it is a near-miss used to catch incomplete recall of Reinforcement learning Remaining alternatives Unsupervised learning fall outside the same rule and should be eliminated once Reinforcement learning is identified Artificial Intelligence Machine Learning questions of this type reward precise definitions rather than approximate associations Artificial Intelligence Machine Learning recall of this distinction is a regul...
Source: Artificial Intelligence & Machine Learning Official Reference Guide
Tags: computer science, AI, machine learning, data science
Submitted by: MCQsHub Editorial
Related MCQs
- Which of the following best names the concept in which a modeling error where a model learns the training data...
- What term describes the following? a subset of machine learning that uses neural networks with many layers to...
- Choose the correct description of Neural network.
- In computer science, Deep learning refers to which of the following?
- A computing model inspired by the human brain, composed of interconnected layers of nodes. What is this concep...
- Select the correct name for: a field of AI focused on enabling computers to understand and generate human lang...