Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What does MDP stand for?
π‘ Hint: Think of a term used in decision-making frameworks.
Question 2
Easy
Name one component of an MDP.
π‘ Hint: These components help define decision-making frameworks.
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Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What does the discount factor (Ξ³) indicate in an MDP?
- Only the immediate rewards
- Entirely future rewards
- Importance of future rewards versus immediate rewards
π‘ Hint: It's a number between 0 and 1.
Question 2
True or False: The states in an MDP represent only the current conditions of the agent at any moment.
- True
- False
π‘ Hint: Think about different possible conditions.
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Challenge Problems
Push your limits with challenges.
Question 1
Using the Bellman Equation, devise a strategy for a simple maze navigation task where states are intersections, actions are moving forward/backward/turning, and rewards are given for reaching the exit. Include probabilities based on the agent's movement accuracy.
π‘ Hint: Consider if the agent has a 75% success rate - how does this affect P?
Question 2
Design an MDP for a delivery drone with states representing locations, actions concerning flight paths, and rewards that vary based on package delivery efficiency. How would you configure the transition probabilities?
π‘ Hint: Think about real-life variables affecting the drone's flight.
Challenge and get performance evaluation