How Policy Gradient Reinforcement Learning Works

In this video I’m going to tell you exactly how to implement a policy gradient reinforcement learning from scratch.

I’ll also give you the why you should use it, and how it works. I’ll also explain how policy gradient methods compare to deep Q learning.

#PolicyGradientMethods #ReinforcementLearning

Check out the companion article at our website:

A Conceptual Introduction to Policy Gradient Methods

Learn how to turn deep reinforcement learning papers into code:

Deep Q Learning:

Actor Critic Methods:

Curiosity Driven Deep Reinforcement Learning

Natural Language Processing from First Principles: Learning Fundamentals

Here are some books / courses I recommend (affiliate links):
Grokking Deep Learning in Motion:
Grokking Deep Learning:
Grokking Deep Reinforcement Learning:

Come hang out on Discord here:


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