Deep Learning Medium Quiz 6

Which of the following statements is true about deep Q-networks (DQNs) in reinforcement learning?

In the context of GANs (Generative Adversarial Networks), what is the purpose of the discriminator?

Which of the following is NOT a loss function typically used for regression tasks?

Which of the following techniques is used to handle class imbalance in a classification task?

Autoencoders are primarily used for supervised learning tasks

The goal of policy gradient methods in reinforcement learning is to directly optimize the policy by maximizing the expected reward.

What is the primary role of the decoder in a Seq2Seq (Sequence to Sequence) model?

What is the key difference between weight sharing in Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs)?

What does the term 'latent space' refer to in deep learning models such as VAEs (Variational Autoencoders) and GANs?

Which of the following is a common use case of the Attention mechanism in deep learning models?