Artificial Intelligence

Question 1

Which statement best encapsulates the concept of ‘behaviorism’ in the context of learning theory?

Answer 1

Learning is the acquisition of new behavior through conditioning.

Question 2

In the realm of cognitivism, what constitutes the central focus of the learning process?

Answer 2

Processing, understanding, and organizing information

Question 3

How best can you define the constructivist theory of learning?

Answer 3

Learning is an active process where learners construct new concepts based on existing knowledge

Question 4

Which psychological principle underpins the concept of reinforcement learning?

Answer 4

Operant Conditioning

Question 5

Which aspect of deep learning is directly influenced by the psychological concept of attention?

Answer 5

The attention mechanism in models like Transformers

Question 6

How does the concept of ‘overfitting’ in machine learning correlate with a principle
of psychological learning?

Answer 6

It’s similar to the issue of failing to generalize knowledge to new situations

Question 7

What is a key similarity between machine learning and human learning?

Answer 7

Both involve some form of feedback mechanism (e.g., rewards/punishments or loss function optimization)

Question 8

Which of the following statements holds true for machine learning, but not human learning?

Answer 8

It often requires a substantial number of examples to learn effectively

Question 9

Which of the following is an advantage of human learning over machine learning?

Answer 9

Humans can generalize from fewer examples and understand concepts more abstractly