Hands-On Intelligent Agents with OpenAI Gym Cover

Hands-On Intelligent Agents with OpenAI Gym

Your guide to developing AI agents using deep reinforcement learning

Publisher:Packt Publishing Limited

By: Palanisamy P

Paid access

|Aug 2018

E-Book €25.99Institutions €123.95

E-Book €25.99Institutions €123.95

Table of Contents

Introduction to Intelligent Agents and Learning Environments
Reinforcement Learning and Deep Reinforcement Learning
Getting Started with OpenAI Gym and Deep Reinforcement Learning
Exploring the Gym and its Features
Implementing your First Learning Agent
Implementing an Intelligent Agent for Optimal Control using Deep Q-Learning
Creating Custom OpenAI Gym Environments
Implementing an Intelligent & Autonomous Car Driving Agent using Deep Actor-Critic Algorithm
Exploring the Learning Environment Landscape
Exploring the Learning Algorithm Landscape

PDF ISBN: 978-1-78883-513-8

Publisher: Packt Publishing Limited

Copyright owner: © 2018 Packt Publishing Limited

Publication date: 2018

Language: English

Pages: 254

Related subjects:

Computer sciences,

Artificial intelligence

People also read

Deep Reinforcement Learning Hands-On

.blurhash-client-img { display: none !important; }

Deep Reinforcement Learning Hands-On

Hands-On Reinforcement Learning with Python

.blurhash-client-img { display: none !important; }

Hands-On Reinforcement Learning with Python

Ravichandiran, Sudharsan

Learn Unity ML-Agents ??? Fundamentals of Unity Machine Learning

.blurhash-client-img { display: none !important; }

Learn Unity ML-Agents ??? Fundamentals of Unity Machine Learning

Deep Reinforcement Learning with Python

.blurhash-client-img { display: none !important; }

Deep Reinforcement Learning with Python

Ravichandiran, Sudharsan

Reinforcement Learning with TensorFlow

.blurhash-client-img { display: none !important; }

Reinforcement Learning with TensorFlow

Hands-On Reinforcement Learning for Games

.blurhash-client-img { display: none !important; }

Hands-On Reinforcement Learning for Games

Lanham, Micheal

Practical Deep Reinforcement Learning with Python

.blurhash-client-img { display: none !important; }

Practical Deep Reinforcement Learning with Python

Deep Reinforcement Learning Hands-On

.blurhash-client-img { display: none !important; }

Deep Reinforcement Learning Hands-On

Reinforcement Learning Algorithms with Python

.blurhash-client-img { display: none !important; }

Reinforcement Learning Algorithms with Python

Hands-On Deep Learning for Games

.blurhash-client-img { display: none !important; }

Hands-On Deep Learning for Games

Lanham, Micheal