Podcast
Questions and Answers
What is the key difference between reinforcement learning and supervised learning?
What is the key difference between reinforcement learning and supervised learning?
- Reinforcement learning uses training data with the answer key, while supervised learning does not.
- In reinforcement learning, the model is trained with the correct answer itself, whereas in supervised learning, the reinforcement agent decides what to do.
- Supervised learning involves maximizing rewards, while reinforcement learning involves performing tasks without guidance.
- Reinforcement learning has no answer key in the training data, while supervised learning has the correct answer. (correct)
Which of the following best describes reinforcement learning?
Which of the following best describes reinforcement learning?
- Training data contains the answer key for the model
- A type of unsupervised learning approach
- Finding the best possible behavior or path in a specific situation (correct)
- A technique where models are trained with the correct answer itself
What does a reinforcement agent do in reinforcement learning?
What does a reinforcement agent do in reinforcement learning?
- Maximizes rewards by supervised learning
- Decides what actions to take to perform a given task (correct)
- Predicts the correct answer for the model
- Provides data with the answer key to train the model
How is reinforcement learning employed by software and machines?
How is reinforcement learning employed by software and machines?
Which aspect of reinforcement learning involves deciding what actions to take in a given situation?
Which aspect of reinforcement learning involves deciding what actions to take in a given situation?
In reinforcement learning, what does the agent aim to maximize?
In reinforcement learning, what does the agent aim to maximize?
Deep Learning is often considered to be an enhanced version of which technique mentioned?
Deep Learning is often considered to be an enhanced version of which technique mentioned?
Convolutional Neural Networks (CNNs) are commonly used in which type of data processing?
Convolutional Neural Networks (CNNs) are commonly used in which type of data processing?
Regularization techniques are primarily used for what purpose in Deep Learning?
Regularization techniques are primarily used for what purpose in Deep Learning?
What types of data does Un-Supervised learning typically deal with?
What types of data does Un-Supervised learning typically deal with?
