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Practical AI with Python and Reinforcement Learning

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

English

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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

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