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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What does the 'set of states (S)' represent in an MDP?
💡 Hint: Consider what each unique situation in the environment might be.
Question 2
Easy
Define the 'set of actions (A)' in your own words.
💡 Hint: Think about the choices an agent can make.
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 the set of states (S) represent?
- Possible actions of an agent
- Possible states of an agent
- Reward function
💡 Hint: Think about what characters might interact with in their environment.
Question 2
True or False: The discount factor (γ) influences how much an agent prioritizes future rewards.
- True
- False
💡 Hint: Recall that this factor can range from 0 to 1.
Solve and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Create a real-world situation illustrating all components of an MDP, describe each one in detail.
💡 Hint: Think of the agent's objectives and potential obstacles.
Question 2
Given a specific scenario, adjust the discount factor and analyze how it would affect the agent's long-term strategy.
💡 Hint: Consider how short-term vs. long-term planning would affect the decisions.
Challenge and get performance evaluation