Practice Policy Iteration - 9.3.2 | 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

9.3.2 - Policy Iteration

Learning

Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What are the two main phases of Policy Iteration?

πŸ’‘ Hint: Think about how we assess and enhance a strategy.

Question 2

Easy

What is the purpose of the Policy Evaluation phase?

πŸ’‘ Hint: Consider what we want to know about our existing policy.

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 are the two main phases of Policy Iteration?

  • Policy decision and action
  • Policy Evaluation and Policy Improvement
  • Policy Analysis and Policy Execution

πŸ’‘ Hint: Think about how we improve a strategy.

Question 2

True or False: The Bellman equation is used solely in the policy improvement phase.

  • True
  • False

πŸ’‘ Hint: Consider which phase focuses on expected utility.

Solve 1 more question and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

Design an example of a simple MDP and implement Policy Iteration to find the optimal policy. Explain each step taken.

πŸ’‘ Hint: Describe the states, the actions available from each state, and the rewards received.

Question 2

Imagine a scenario with multiple agents using Policy Iteration independently. Discuss how their policies might interact and what challenges could arise.

πŸ’‘ Hint: Think about how collaboration or competition between agents can impact the policy development.

Challenge and get performance evaluation