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Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is a reward in the context of reinforcement learning?
π‘ Hint: Think about how an agent is guided towards better actions.
Question 2
Easy
Why does an agent want to maximize rewards?
π‘ Hint: Consider what it means to perform well in a task.
Practice 4 more questions and get performance evaluation
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What is the main purpose of a reward in reinforcement learning?
π‘ Hint: Think about how you are rewarded in games.
Question 2
True or False: An agent always focuses on obtaining future rewards over present ones.
π‘ Hint: Consider how instant gratification might alter decisions.
Solve 1 more question and get performance evaluation
Push your limits with challenges.
Question 1
Design a scenario where an agent must choose between a smaller immediate reward and a promise of a larger future reward. Explain how it should make its decision.
π‘ Hint: Consider how waiting for something better might feel.
Question 2
Critically analyze the impact of negative rewards (penalties) on learning efficiency. Provide a real-world example.
π‘ Hint: Think about how feedback, both good and bad, influences behavior.
Challenge and get performance evaluation