[ FreeCourseWeb.com ] Deep Reinforcement Learning 2.0: The smartest combination of Deep Q-Learning, Policy Gradient, Actor Critic, and DDPG

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h264, yuv420p, 1280x720 |English, aac, 44100 Hz, 2 channels, s16 | 9h 38mn | 4.7 GB
Instructors: Hadelin de Ponteves, Kirill Eremenko, SuperDataScience Team
The smartest combination of Deep Q-Learning, Policy Gradient, Actor Critic, and DDPG
What you'll learn

Q-Learning
Deep Q-Learning
Policy Gradient
Actor Critic
Deep Deterministic Policy Gradient (DDPG)
Twin-Delayed DDPG (TD3)
The Foundation Techniques of Deep Reinforcement Learning
How to implement a state of the art AI model that is over performing the most challenging virtual applications

Requirements

Some maths basics like knowing what is a differentiation or a gradient
A bit of programming knowledge (classes and objects)

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