Practice - Finite vs Infinite Horizon
Practice Questions
Test your understanding with targeted questions
Define finite horizon in the context of MDP.
💡 Hint: Think about how many decisions are allowed.
What is the primary difference between finite and infinite horizons?
💡 Hint: Consider the length of the decision process.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What defines a finite horizon in MDP?
💡 Hint: Focus on the word 'finite.'
Is it true that in infinite horizon, rewards can be computed using a discount factor?
💡 Hint: Recall its role in long-term planning.
1 more question available
Challenge Problems
Push your limits with advanced challenges
Design a reinforcement learning task that would be best suited for a finite horizon and explain your reasoning.
💡 Hint: Think of competitive events with time limits.
Analyze the effect of varying the discount factor in an infinite horizon scenario. What implications does this have on reward evaluation?
💡 Hint: Consider how valuing future rewards affects decision-making.
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Reference links
Supplementary resources to enhance your learning experience.