Practical AI with Python and Reinforcement Learning

Practical AI with Python and Reinforcement Learning, Learn how to use Reinforcement Learning techniques to create practical Artificial Intelligence programs!

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Created by Jose Portilla

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What you'll learn

Reinforcement Learning with Python

Creating Artificial Neural Networks with TensorFlow

Using TensorFlow to create Convolution Neural Networks for Images

Using OpenAI to work with built-in game environments

Using OpenAI to create your own environments for any problem

Create Artificially Intelligent Agents

Tabular Q-Learning

State–action–reward–state–action (SARSA)

Deep Q-Learning (DQN)

DQN using Convolutional Neural Networks

Cross Entropy Method for Reinforcement Learning

Double DQN

Dueling DQN