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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What does the actor do in the A2C algorithm?
π‘ Hint: Think of the action selector.
Question 2
Easy
What is the role of the critic in A2C?
π‘ Hint: It's the evaluator of performance.
Practice 4 more questions and get performance evaluation
Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What is the role of the actor in A2C?
- Selects actions
- Evaluates actions
- Calculates rewards
π‘ Hint: Remember who makes the decisions.
Question 2
The advantage function is used to:
- True
- False
π‘ Hint: Think about its impact on the learning process.
Solve and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Imagine you are designing a reinforcement learning agent for a smart home system. How would you implement A2C in this scenario? Discuss the components involved and their roles.
π‘ Hint: Consider the specific actions and states in a smart home.
Question 2
Consider a scenario where an A2C algorithm performs poorly initially. Discuss factors that might lead to poor performance and how you would address them.
π‘ Hint: Reflect on common reinforcement learning challenges.
Challenge and get performance evaluation