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: Feb 17, 2025

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Question 1

Which Monte Carlo method variant estimates the value function using returns for every state-action pair within an episode?

A : Temporal Difference MC

B : Every-Visit MC

C : Policy Gradient MC

D : First-Visit MC

Answer: B

Question 2

Which TensorFlow tool provides a graphical interface for converting and optimizing models for mobile deployment?

A : TensorFlow Lite Model Maker

B : TensorFlow Extended

C : TensorFlow Hub

D : TensorFlow Lite Interpreter

Answer: A

Question 3

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 4

Which Raspberry Pi accessory is commonly used to capture images and videos?

A : USB Keyboard

B : GPIO Expansion Board

C : External Hard Drive

D : Raspberry Pi Camera Module

Answer: D

Question 5

In a multiclass classification problem, what does the term "class imbalance" refer to?

A : Disparity in the number of samples per feature

B : Unequal distribution of classes in the dataset

C : Inconsistent labeling of training data

D : Variability in feature values across different classes

Answer: B

Page: 1 / 90

Total 450 Questions | Updated On: Feb 17, 2025

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