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Quiz Topic - Reinforcement Learning
1.
Reinforcement learning is-
A. Unsupervised learning
B. Supervised learning
C. Award based learning
D. None
view answer:
C. Award based learning
2.
Which of the following is an application of reinforcement learning?
A. Topic modeling
B. Recommendation system
C. Pattern recognition
D. Image classification
view answer:
B. Recommendation system
3.
Upper confidence bound is a
A. Reinforcement algorithm
B. Supervised algorithm
C. Unsupervised algorithm
D. None
view answer:
A. Reinforcement algorithm
4.
Which of the following is true about reinforcement learning?
A. The agent gets rewards or penalty according to the action
B. It’s an online learning
C. The target of an agent is to maximize the rewards
D. All of the above
view answer:
D. All of the above
5.
You have a task which is to show relative ads to target users. Which algorithm you should use for this task?
A. K means clustering
B. Naive Bayes
C. Support vector machine
D. Upper confidence bound
view answer:
D. Upper confidence bound
6.
Hidden Markov Model is used in-
A. Supervised learning
B. Unsupervised learning
C. Reinforcement learning
D. All of the above
view answer:
D. All of the above
7.
Which algorithm is used in robotics and industrial automation?
‘A. Thompson sampling
B. Naive Bayes
C. Decision tree
D. All of the above
view answer:
‘A. Thompson sampling
8.
Thompson sampling is a-
A. Probabilistic algorithm
B. Based on Bayes inference rule
C. Reinforcement learning algorithm
D. All of the above
view answer:
D. All of the above
9.
Which of the following is false about Upper confidence bound?
A. It’s a Deterministic algorithm
B. It does not allow delayed feedback
C. It is not based on Bayes inference
D. None
view answer:
D. None
10.
The multi-armed bandit problem is a generalized use case for-
A. Reinforcement learning
B. Supervised learning
C. Unsupervised learning
D. All of the above
view answer:
A. Reinforcement learning
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