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2 _ final.pdf of Code Leetcode ChatGPT jupyter Perplexity 7 2 % ( f ) ( 3 pts ) We want to train a GAN

2_final.pdf
of Code
Leetcode
ChatGPT
jupyter
Perplexity
72%
(f)(3 pts) We want to train a GAN for generating fake images. Ideally, at the end of training, the discriminator's classification accuracy should be q,
A. almost 0%.
B. around 50%.
C. somewhere between 50% and 100%.
D. almost 100%.
(g)(3 pts) For a video game, the action space is {"left", "right", "up"}. The policy function predicts:
Which of the following statements is correct?
A. "left" is the agent's action at.
B. "right" is the agent's action at.
C."up" is the agent's action at.
D. Any of "left", "right", and "up" can be the agent's action at.
(h)(3 pts) Suppose we seek to predict housing price (a positive number) using a multi-layer perceptron. Which of the followings is the best choice for the activation function of the output layer?
A. No activation function (identity function).
B. ReLU.
C. Sigmoid function.
D. Softmax function.
(i)(3 pts) Let ht be the hidden state of a SimpleRNN model. What is the range of the entries of ht?(Choose the most precise one from followings.)
A.In(-,+).
B. In (-1,1).
C. In (0,1).
D.ln(0,+).
(i)(3 pts) Which of the following functions can be used to control the agent?
A. Action-value function Q-(s,a).
B. Optimal action-value function Q**(a,a).
C. Statevalue function V5(o).
D. Policy function (s|).
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