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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
Define what an MDP is.
π‘ Hint: Think about how choices lead to different outcomes.
Question 2
Easy
What does the term 'state' refer to in an MDP?
π‘ Hint: Consider what the agent faces at any moment.
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 does MDP stand for?
- Markov Decision Process
- Markov Distribution Process
- Markov Data Process
π‘ Hint: Recall the full form of MDP in decision theory.
Question 2
True or False: The discount factor Ξ³ can only be a value greater than 1.
- True
- False
π‘ Hint: Think about how immediate and future rewards are valued.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Given a simple MDP with states S1, S2, and S3, where actions result in probabilities of transitioning between states and rewards are assigned, design a policy that maximizes the expected reward.
π‘ Hint: Start by listing out the potential outcomes for each action and their probabilities.
Question 2
Analyze a real-world scenario in healthcare where MDPs can be applied. Provide a layout of states, actions, and potential rewards.
π‘ Hint: Think about how treatments evolve the state of patient health.
Challenge and get performance evaluation