Free USAII CAIE Exam Questions

Become USAII Certified with updated CAIE exam questions and correct answers

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Total 450 Questions | Updated On: Aug 18, 2026

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Question 1

What is a common strategy to handle a model that is suffering from underfitting?

A : Increase model complexity by adding more layers or neurons

B : Simplify the model architecture

C : Apply data augmentation

D : Reduce the training dataset size

Answer: A

Question 2

Which feature distinguishes SAC from other off-policy algorithms like DDPG and TD3?

A : Use of soft Bellman backup

B : Implementation of target network updates

C : Use of deterministic policy

D : Application of experience replay

Answer: A

Question 3

Which type of Monte Carlo method specifically evaluates the value of a policy based on the average returns of states visited under that policy?

A : On-Policy MC

B : Policy Gradient MC

C : Off-Policy MC

D : Model-Free MC

Answer: A

Question 4

What is a common strategy to handle a model that is suffering from underfitting?

A : Increase model complexity by adding more layers or neurons

B : Simplify the model architecture

C : Apply data augmentation

D : Reduce the training dataset size

Answer: A

Question 5

Which Keras method is used to compile a model with a specified loss function and optimizer?

A : model.fit()

B : model.evaluate()

C : model.summary()

D : model.compile()

Answer: D

Page: 1 / 90

Total 450 Questions | Updated On: Aug 18, 2026

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