Reinforcement Learning Flashcard

Front

What is the primary focus of Reinforcement Learning?

Back

Maximizing cumulative rewards

Front

In Reinforcement Learning, what does the 'agent' refer to?

Back

The learner or decision-maker

Front

What is a 'reward' in the context of Reinforcement Learning?

Back

Feedback from the environment based on actions

Front

Which of the following is NOT a key concept in Reinforcement Learning?

Value Function

,

Data Cleaning

,

Reward Function

,

Policy

Back

Data Cleaning

Front

What is the purpose of the 'policy' in Reinforcement Learning?

Back

To define the agent's behavior

Front

How does Reinforcement Learning primarily learn optimal behavior?

Back

By trial and error

Front

What is an example of a problem that can be solved using Reinforcement Learning? Options: Spam detection, Chess game, Image classification, Object recognition

Back

Chess game

Front

What does 'negative reinforcement' aim to achieve?

Back

Stop or avoid a negative condition

Front

What is an advantage of Reinforcement Learning?

Back

Can solve complex problems

Front

What is a disadvantage of Reinforcement Learning?

Back

It requires a lot of data and computation