Practice Finite vs Infinite Horizon - 9.2.5 | 9. Reinforcement Learning and Bandits | Advance Machine Learning
K12 Students

Academics

AI-Powered learning for Grades 8–12, aligned with major Indian and international curricula.

Academics
Professionals

Professional Courses

Industry-relevant training in Business, Technology, and Design to help professionals and graduates upskill for real-world careers.

Professional Courses
Games

Interactive Games

Fun, engaging games to boost memory, math fluency, typing speed, and English skillsβ€”perfect for learners of all ages.

games

9.2.5 - Finite vs Infinite Horizon

Learning

Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

Define finite horizon in the context of MDP.

πŸ’‘ Hint: Think about how many decisions are allowed.

Question 2

Easy

What is the primary difference between finite and infinite horizons?

πŸ’‘ Hint: Consider the length of the decision process.

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 defines a finite horizon in MDP?

  • Unlimited timeframe
  • Set number of time steps
  • Indefinite decision-making

πŸ’‘ Hint: Focus on the word 'finite.'

Question 2

Is it true that in infinite horizon, rewards can be computed using a discount factor?

  • True
  • False

πŸ’‘ Hint: Recall its role in long-term planning.

Solve 1 more question and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

Design a reinforcement learning task that would be best suited for a finite horizon and explain your reasoning.

πŸ’‘ Hint: Think of competitive events with time limits.

Question 2

Analyze the effect of varying the discount factor in an infinite horizon scenario. What implications does this have on reward evaluation?

πŸ’‘ Hint: Consider how valuing future rewards affects decision-making.

Challenge and get performance evaluation