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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What does policy (Ο) refer to in the context of MDPs?
π‘ Hint: Think about how decisions are made from different situations.
Question 2
Easy
Why is the discount factor (Ξ³) important?
π‘ Hint: Consider how immediate choices affect long-term outcomes.
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 primary objective of MDPs?
- To minimize costs
- To maximize expected utility
- To create deterministic environments
π‘ Hint: Think about what you'd want to achieve in an uncertain environment.
Question 2
True or False: The discount factor Ξ³ must always be between 0 and 1.
- True
- False
π‘ Hint: Recall the mathematical definition of Ξ³.
Solve 2 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Consider an MDP with two states, A and B. The action taken in state A leads to state B with a 70% chance and remains in A with a 30% chance. If the rewards are 5 for reaching B and 1 for remaining in A, calculate the expected utility for taking the action in state A.
π‘ Hint: Consider how probabilities of transitions impact rewards.
Question 2
If an agent's discount factor is 0.9, and the immediate rewards for actions are 4 and 6, what would be the expected utility considering one future reward of 10 from the current state?
π‘ Hint: Remember, the discount factor reduces the value of future rewards.
Challenge and get performance evaluation