Reinforcement Learning

Learn the principles, algorithms, and applications of reinforcement learning in artificial intelligence.

Week 1

Introduction to Reinforcement Learning

This module covers the basic concepts and terminology of reinforcement learning, including reward signals, value functions, and policy optimization.

Week 2

Markov Decision Processes

This module covers the mathematical framework of Markov decision processes, which are commonly used to model sequential decision-making problems. Students will learn how to formulate and solve MDPs using dynamic programming and Monte Carlo methods.

Week 3

Deep Reinforcement Learning

This module covers recent advances in deep reinforcement learning, including deep Q-networks, policy gradients, and actor-critic methods. Students will learn how to train deep RL agents to solve complex tasks in simulated environments.

Week 4

Applications of Reinforcement Learning

This module covers real-world applications of reinforcement learning, such as robotics, game playing, and autonomous driving. Students will learn how to adapt RL algorithms to different problem domains and evaluate their performance.

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Frequently asked questions

Are all sessions live?

Yes, all sessions during the cohort will be live with the instructor. However, we will record each session and make them available for everyone in the cohort.

What is the time commitment?

Our courses typically have 2-4 modules, with each module lasting for approximately 2h per week which you can block out on your calendar during your work day. You also get some take home projects that you can complete at your own pace.

Do I earn a certificate for this course?

Of course! Once you’ve completed the course modules, you will get a certificate of completion that you can showcase to the world.

What is included in a LearnCrunch membership?

With your LearnCrunch yearly membership, you get access to our live instructor-led cohorts, our catalog of self-guided courses, unlimited real-world projects to learn from and master new skills, exclusive live events for members and a vetted global community of experts and peers.

How much does a LearnCrunch membership cost?

An individual LearnCrunch membership costs $1,000 USD per year. If your company is interested in purchasing multiple seats, please contact hello@learncrunch.com.

Can I expense this course?

Yes. Most LearnCrunch members have expensed this course through their Learning & Development budget, similar to how you expense conferences. You can use this email template to request expense approval from your manager.

I have more questions. Get in touch with us!

If you have more questions, email us at hello@learncrunch.com.

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Co-Founder at LearnCrunch

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