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Reinforcement Learning Quiz

Authored by Haythem Benhamida

Information Technology (IT)

12th Grade

Used 5+ times

Reinforcement Learning Quiz
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10 questions

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1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the primary goal of Reinforcement Learning?

To classify data into categories

To maximize cumulative rewards

To reduce the error of predictions

To cluster similar items together

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

In Reinforcement Learning, what is the term for the feedback received from the environment after an action is taken?

Observation

Reward

State

Action

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which of the following algorithms is a model-free approach in Reinforcement Learning?

Markov Decision Process (MDP)

Q-Learning

Hidden Markov Model (HMM)

Neural Network

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What does the term "exploration" refer to in the context of Reinforcement Learning?

The process of optimizing known actions

Trying new actions to discover their effects

Analyzing the results of past actions

Storing the best actions for future use

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the function of the "critic" in Actor-Critic methods?

To propose new actions

To assess the actions taken by the actor and provide feedback

To explore the environment

To create a model of the environment

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which of the following is NOT a common application area for Reinforcement Learning?

Autonomous Robotics

Image Classification

Game Playing

Personalized Healthcare

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is a potential consequence of using reinforcement learning in healthcare?

Increased accuracy in diagnosis

Improved patient satisfaction

Ethical dilemmas due to exploration of experimental treatments

Reduced healthcare costs

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