Reinforcement Learning: Essential Concepts
Summary
This video elucidates the essential concepts of Reinforcement Learning, a fundamental methodology for training AI systems. It is highly beneficial for educators and students who are learning about or teaching core AI/ML principles, providing foundational knowledge in an accessible manner.
Description
Reinforcement Learning is one of the most useful methodologies for training AI systems right now, and, while it might seem intimidating, is actually very similar to how you and I learn. This StatQuest cuts through the hype and helps you learn the essential concepts behind reinforcement learning one step at a time. For a complete index of all the StatQuest videos, check out: https://statquest.org/video-index/ If you'd like to support StatQuest, please consider... Patreon: https://www.patreon.com/statquest ...or... YouTube Membership: https://www.youtube.com/channel/UCtYLUTtgS3k1Fg4y5tAhLbw/join ...buying one of my books, a study guide, a t-shirt or hoodie, or a song from the StatQuest store... https://statquest.org/statquest-store/ ...or just donating to StatQuest! https://www.paypal.me/statquest Lastly, if you want to keep up with me as I research and create new StatQuests, follow me on twitter: https://twitter.com/joshuastarmer 0:00 Awesome song and introduction 2:07 Updating the Policy, part 1 7:04 Understanding the Learning Rate 9:19 Updating the Policy, part 2 14:29 Reinforcement Learning Terminology #StatQuest
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