DSN RL SESSION 3

DSN RL SESSION 3

Professional Development

11 Qs

quiz-placeholder

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DSN RL SESSION 3

DSN RL SESSION 3

Assessment

Quiz

Mathematics

Professional Development

Practice Problem

Hard

Created by

Babatunde Olaniyi

Used 2+ times

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11 questions

Show all answers

1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the main purpose of a Q-table in Q-learning?

Store the value of state-action pairs

Store rewards

Store policy gradients

Represent the environment

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What does the parameter γ (gamma) represent in Q-learning?

Exploration rate

Discount factor for future rewards

Learning rate

Step size

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What happens when ε (exploration rate) is set to 0?

The agent explores more

The agent always exploits

The agent learns faster

The agent resets Q-table

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which of these is a model-free learning algorithm?

Q-learning

Value Iteration

Policy Iteration

Dynamic Programming

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which library was used for environment simulation in the code?

TensorFlow

Gymnasium

NumPy

Keras

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What does 'is_slippery=False' do in FrozenLake environment?

Makes the lake more dangerous

Increases the reward

Makes movements deterministic

Randomizes agent behavior

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

In the animation, what does each frame represent?

A change in Q-table

The agent’s current visual state

A change in learning rate

A random plot

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