Free Practice USAII CAIE Exam Questions 2025

Stay ahead with 100% Free Certified Artificial Intelligence Engineer (CAIE) CAIE Dumps Practice Questions

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Total 450 Questions | Updated On: Apr 11, 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

What is the purpose of using "dynamic lane management" in traffic control?

A : To create additional lanes for emergency vehicles

B : To maintain the physical condition of road lanes

C : To synchronize lane changes with traffic signals

D : To assign lanes to different traffic types based on real-time demand

Answer: D

Question 3

Which strategy is commonly used to address the exploration-exploitation trade-off in the Multi-Armed Bandit problem?

A : Temporal Difference Learning

B : Value Iteration

C : Gradient Descent

D : Epsilon-Greedy

Answer: D

Question 4

In dynamic programming, what does the term "policy evaluation" refer to?

A : Comparing different policies for effectiveness

B : Updating the policy based on new data

C : Selecting the best action in each state

D : Calculating the value function for a given policy

Answer: D

Question 5

What is the primary purpose of the tf.keras.layers.ReLU activation function in deep learning?

A : To apply regularization

B : To introduce non-linearity into the model

C : To normalize input data

D : To prevent overfitting

Answer: B

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Total 450 Questions | Updated On: Apr 11, 2025

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