5.3.4 - Applications of MDPs
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Practice Questions
Test your understanding with targeted questions
Define a Markov Decision Process (MDP).
💡 Hint: Think about how decisions are made based on current states and actions.
Name one application of MDPs.
💡 Hint: Which fields require decision-making under uncertainty?
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Interactive Quizzes
Quick quizzes to reinforce your learning
What is an MDP used for?
💡 Hint: Think of situations where outcomes are not guaranteed.
True or False: MDPs are applicable only in robotics.
💡 Hint: Consider the other industries we've discussed.
2 more questions available
Challenge Problems
Push your limits with advanced challenges
Design an MDP model for a healthcare system that must decide the best treatment for patients with chronic illnesses, taking into account uncertainty in patient responses.
💡 Hint: Think about how MDPs track progress and outcomes over time.
Create a scenario in a game system where MDPs could enhance AI behavior. Define the states, actions, and expected rewards.
💡 Hint: Consider how MDPs adjust strategies based on the opponent's behavior.
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