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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What are the five key components of an MDP?
π‘ Hint: Think of what makes up the framework of decision-making.
Question 2
Easy
What does the discount factor (Ξ³) do?
π‘ Hint: Consider how future rewards are valued compared to immediate rewards.
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 an MDP primarily model?
- Supervised Learning
- Random Processes
- Decision-Making
π‘ Hint: Think of how agents make choices under risk.
Question 2
True or False: The discount factor in an MDP can be greater than 1.
- True
- False
π‘ Hint: Recall how future rewards are treated.
Solve 2 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Imagine an MDP for a shopping agent that can either buy an item or save money. Define the states, actions, transition probabilities, rewards, and discount factor.
π‘ Hint: Think about how the environment and choices can influence the agent's state and future decisions.
Question 2
Given an MDP for a maze navigation task, how would you adjust the discount factor if the agent is highly focused on immediate rewards?
π‘ Hint: Consider how the agent views immediate vs. future rewards and the implications for its strategies.
Challenge and get performance evaluation