What is a key difference between reinforcement learning and other AI systems?
What is Reinforcement Learning?

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Information Technology (IT), Architecture
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7 questions
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1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Reinforcement learning is only used in social media.
Reinforcement learning focuses on short-term goals.
Reinforcement learning requires labeled data.
Reinforcement learning focuses on long-term goals.
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which of the following is an example of a closed-loop control system?
Opening a window to cool down a room.
Turning on a fan manually.
A thermostat maintaining room temperature.
Leaving the heater on when leaving the house.
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What are the four components of a Markov decision process?
Data, algorithms, models, results
Goals, rewards, penalties, actions
Inputs, outputs, feedback, control
States, actions, transition function, reward function
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the main goal of policy optimization in reinforcement learning?
To minimize the number of actions taken
To simplify the decision-making process
To maximize the reward
To reduce computational complexity
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
How does deep reinforcement learning differ from traditional reinforcement learning?
It focuses on short-term rewards.
It uses deep neural networks.
It does not use neural networks.
It uses shallow neural networks.
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which company developed AlphaGo, a deep reinforcement learning algorithm?
DeepMind
OpenAI
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is a unique feature of inverse reinforcement learning?
It requires a predefined reward function.
It does not use any training data.
It learns from observing others.
It focuses on immediate rewards.
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