Deep and Reinforcement Learning MCQ

1. What is the primary objective of Deep Q-Learning? a) Minimize the Q-valuesb) Maximize the Q-valuesc) Minimize the loss functiond) Maximize the reward Answer: b) … Read more

1. Which category of machine learning algorithms is primarily concerned with learning through trial and error, aiming to maximize cumulative reward? a) Supervised learningb) Unsupervised … Read more

1. What is Greedy Layerwise Pre-training in the context of deep learning? a) A method to train neural networks by incrementally adding layers and training … Read more

1. Which technique shares similarities with autoencoders in terms of dimensionality reduction? a) Dropoutb) Batch Normalizationc) PCAd) Ensemble methods Answer: c) PCA Explanation: Principal Component … Read more

1. What is the fundamental unit of computation in a neural network inspired by the human brain? a) Perceptronb) Neuronc) Noded) Synapse Answer: b) NeuronExplanation: … Read more