Practice - Components of an MDP
Enroll to start learning
You’ve not yet enrolled in this course. Please enroll for free to listen to audio lessons, classroom podcasts and take practice test.
Practice Questions
Test your understanding with targeted questions
What does the 'set of states (S)' represent in an MDP?
💡 Hint: Consider what each unique situation in the environment might be.
Define the 'set of actions (A)' in your own words.
💡 Hint: Think about the choices an agent can make.
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What does the set of states (S) represent?
💡 Hint: Think about what characters might interact with in their environment.
True or False: The discount factor (γ) influences how much an agent prioritizes future rewards.
💡 Hint: Recall that this factor can range from 0 to 1.
Get performance evaluation
Challenge Problems
Push your limits with advanced challenges
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.
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.
Get performance evaluation
Reference links
Supplementary resources to enhance your learning experience.