Book

Python Reinforcement Learning Projects

Python Reinforcement Learning Projects brings various aspects and methodologies of RL using 8 real-world projects that explore RL and will have hands-on experience with real data and artificial intelligence problems. You will learn to build self-learning models using sophisticated techniques like Q-learning, Markov models and Monte-Carlo process.

Offered byPackt Logo

Difficulty Level

Intermediate

Completion Time

9h52m

Language

English

About Book

Who Is This Book For?

Python Reinforcement Learning Projects is for data analysts, data scientists, and machine learning professionals, who have working knowledge of machine learning techniques and are looking to build better performing, automated, and optimized deep learning models. Individuals who want to work on self-learning model projects will also find this book useful.

Book content

chapters 9h52m total length

Up and running with Reinforcement Learning

Balancing Cart Pole

Playing ATARI Games

Simulating Control Tasks

Building Virtual Worlds in Minecraft

Learning to Play Go

Creating a Chatbot

Generating a Deep Learning Image Classifier

Predicting Future Stock Prices

Looking Ahead

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