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Deep Reinforcement Learning Hands-On: Apply modern RL methods, with deep Q-networks, value iteration, policy gradients, TRPO, AlphaGo Zero and more
Deep Reinforcement Learning Hands-On: Apply modern RL methods, with deep Q-networks, value iteration, policy gradients, TRPO, AlphaGo Zero and more

This practical guide will teach you how deep learning (DL) can be used to solve complex real-world problems.

Key Features

  • Explore deep reinforcement learning (RL), from the first principles to the latest algorithms
  • Evaluate high-profile RL methods, including value...
Pattern Recognition From Classical to Modern Approaches
Pattern Recognition From Classical to Modern Approaches

Recognizing patterns is at the core of man's attempts to understand the universe that we inhabit. Through the development of sensors and instruments, we have extended our ability to gather data far beyond the range and scale of man's natural senses. As a result we are now able to gather data on phenomena occurring in the far reaches...

Introduction to Wireless and Mobile Systems
Introduction to Wireless and Mobile Systems

We are pleased and honored to present this third edition of Introduction toWireless and Mobile Systems. Wireless and mobile communication technologies are advancing at an unprecedented rate, and the timely release of the third edition is our endeavor to keep pace with this rapid technological evolution.

This text explains the...

Advanced Design Approaches to Emerging Software Systems: Principles, Methodologies and Tools
Advanced Design Approaches to Emerging Software Systems: Principles, Methodologies and Tools

Recently, the rapid and fundamental advances in computing technologies have been driving the role and scope of software systems to a new level. A number of new types of software systems are emerging, among which service based systems, cloud computing, pervasive computing, and Internet of Things are eminent examples. For these systems,...

Professional Plone 4 Development
Professional Plone 4 Development

I suspect Martin plied me to write this foreword while out one evening during the 2010 Plone Conference in Bristol. Full from an excellent dinner and even better conversation, beer in hand, who could say no?

I've long envied Martin's ability to write. Text and code flow from his fingers at a rate that I can't even begin...

Multiobjective Genetic Algorithms for Clustering: Applications in Data Mining and Bioinformatics
Multiobjective Genetic Algorithms for Clustering: Applications in Data Mining and Bioinformatics

Clustering is an important unsupervised classification technique where a set of patterns, usually vectors in multidimensional space, are grouped into clusters based on some similarity or dissimilarity criteria. In crisp clustering, each pattern is assigned to exactly one cluster, whereas in fuzzy clustering, each pattern is given a...

Embedded and Ubiquitous Computing: International Conference EUC 2004, Aizu-Wakamatsu City, Japan, August 25-27, 2004, Proceedings
Embedded and Ubiquitous Computing: International Conference EUC 2004, Aizu-Wakamatsu City, Japan, August 25-27, 2004, Proceedings

Welcome to the proceedings of the 2004 International Conference on Embedded and Ubiquitous Computing (EUC 2004) which was held in Aizu-Wakamatsu City, Japan, 25–27 August 2004.

Embedded and ubiquitous computing are emerging rapidly as exciting new paradigms and disciplines to provide computing and communication services...

HTML5: The Missing Manual
HTML5: The Missing Manual

At first glance, you might assume that HTML5 is the fifth version of the HTML web-page-writing language. But the real story is a whole lot messier.

HTML5 is a rebel. It was dreamt up by a loose group of freethinkers who weren’t in charge of the official HTML standard. It allows page-writing practices that...

Physical Database Design Using Oracle (Foundations of Database Design)
Physical Database Design Using Oracle (Foundations of Database Design)

The evolution of Oracle has led to a revolution in design practices. For Oracle 10g, database physical structures have become more complex than ever before and database designers face multiple ways to implement their logical models. IS students studying database design and administration need to be able to implement management systems in a...

Scientific Data Mining and Knowledge Discovery: Principles and Foundations
Scientific Data Mining and Knowledge Discovery: Principles and Foundations

This book suits both graduate students and researchers with a focus on discovering knowledge from scientific data. The use of computational power for data analysis and knowledge discovery in scientific disciplines has found its roots with the revolution of high-performance computing systems. Computational science in physics,...

Handbook of Cosmetic Science and Technology, Third Edition
Handbook of Cosmetic Science and Technology, Third Edition

Thanks to the contribution of leading experts in cosmetology, the first editions of the Handbook were successful and received excellent reviews. The editors appreciate the excellent author contributions.

The first edition, published in 2001, reviewed the multiple facets of the cosmetic field including the physiology of...

Applications of Soft Computing: From Theory to Praxis (Advances in Intelligent and Soft Computing)
Applications of Soft Computing: From Theory to Praxis (Advances in Intelligent and Soft Computing)

The World Soft Computing (WSC) conference is an annual international online conference on applied and theoretical soft computing technology. This WSC 2008 is the thirteenth conference in this series and it has been a great success.

We received a lot of excellent paper submissions which were peer-reviewed by an international...

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