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Machine Learning Guide

MLG 029 Reinforcement Learning Intro

Machine Learning Guide

OCDevel

Artificial, Introduction, Learning, Courses, Technology, Ml, Intelligence, Ai, Machine, Education

4.9848 Ratings

🗓️ 5 February 2018

⏱️ 43 minutes

🧾️ Download transcript

Summary

Support my new podcast: Lefnire's Life Hacks

Introduction to reinforcement learning concepts. ocdevel.com/mlg/29 for notes and resources.

Transcript

Click on a timestamp to play from that location

0:00.0

Welcome back to Machine Learning Guide. I'm your host, Tyler Rinelli.

0:05.0

MLG teaches the fundamentals of machine learning and artificial intelligence.

0:09.0

It covers intuition, models, math, languages, frameworks, and more.

0:13.0

Where your other machine learning resources provide the trees, I provide the forest.

0:18.0

Visual is the best primary learning modality, but audio is a great supplement during exercise commute and chores.

0:25.6

Consider MLG your syllabus with highly curated resources for each episode's details at OCdevel.com forward slash MLG.

0:35.6

I'm also starting a new podcast which could use your support.

0:39.6

It's called Lefnear's Life Hacks and teaches productivity focused tips and tricks,

0:44.5

some which could prove beneficial in your machine learning education journey.

0:48.7

Find that at OCDevelle.com forward slash LLH.

0:53.8

This is episode 29, reinforcement learning introduction.

0:57.8

Finally, my friends, we are at reinforcement learning.

1:01.1

The beginning of the end of your artificial intelligence quest.

1:06.3

The beginning of the end.

1:08.4

The beginning of the end, because reinforcement learning is not

1:12.3

artificial intelligence. But as you'll see in a bit, it is such a core component of AI. It's kind of

1:17.9

the heart of AI. And when you start diving into RL, you'll really feel like you've made a huge

1:22.5

step towards that goal. You'll feel the magic of RL and start to feel like you're making a dent

1:27.3

in the grand picture. Let's define RL and start to feel like you're making a dent in the grand

1:27.8

picture. Let's define RL first and then we'll come back to AI. Reinforcement learning, or RL,

1:34.4

is the third pillar of machine learning. We have unsupervised, supervised, and reinforcement learning,

1:41.4

and sometimes semi-supervised, but we don't talk about that in this series.

...

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