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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...
Multi-Objective Swarm Intelligent Systems: Theory & Experiences (Studies in Computational Intelligence)
Multi-Objective Swarm Intelligent Systems: Theory & Experiences (Studies in Computational Intelligence)
Recently, a new class of heuristic techniques, the swarm intelligence has emerged. In this context, more recently, biologists and computer scientists in the field of “artificial life” have been turning to insects for ideas that can be used for heuristics. Many aspects of the collective activities of social insects,...
Cytokines and Chemokines in Infectious Diseases Handbook (Infectious Disease)
Cytokines and Chemokines in Infectious Diseases Handbook (Infectious Disease)
Cytokines and chemokines are an important class of effector molecules that play a fundamental role in orchestrating the innate and acquired immune responses needed to eliminate or wall off invading pathogens. In vitro and in vivo studies have been instrumental in revealing the complexity of the cytokine network and the many facets of...
The Adrenergic Receptors in the 21st Century (The Receptors)
The Adrenergic Receptors in the 21st Century (The Receptors)
Our understanding of adrenergic function has advanced considerably in the 15 years since three adrenergic receptor books were published in The Receptors series. In the late 1980s, many of the adrenergic subtypes had not yet been cloned. Most of the studies during that time focused on traditional pharmacological approaches in...
Obesity And Binge Eating Disorder (Bibliotheca Psychiatrica)
Obesity And Binge Eating Disorder (Bibliotheca Psychiatrica)

Overweight and obesity have quite recently become a major problem affectingmany countries worldwide. Obviously, both environmental and genetic This publication gives a comprehensive overview on the current knowledge ofthe pathophysiological mechanisms in the regulation of hunger and satiety. An insight into the important facets of...

Essentials of Autopsy Practice: Current Methods and Modern Trends
Essentials of Autopsy Practice: Current Methods and Modern Trends
Since this third volume of Essentials has been compiled the arena of autopsy practice is undoubtedly changing. For the first time pathologists are beginning to opt out of autopsy training which will reduce the number of practitioners and result in centralisation of autopsy services. With the increase of knowledge, availability and...
The Epidemiology of Schizophrenia
The Epidemiology of Schizophrenia
The aim of this book is to weave together the diverse threads of epidemiological research in schizophrenia into a single volume that captures the new and exciting themes that have been emerging over recent years. Diverse topics are juxtaposed to expose synergy and to reveal new avenues of work, while the power of the epidemiological...
Apoptosis And Its Relevance to Autoimmunity (Current Directions in Autoimmunity)
Apoptosis And Its Relevance to Autoimmunity (Current Directions in Autoimmunity)

Over the last 15 years, apoptosis has become a dominant focus of medical research in the field of immunology. This publication discusses the three major areas of apoptosis research: extrinsic death receptor pathways, intrinsic cell death pathways and the mechanisms responsible for apoptotic cell clearance. Each section delineates the proteins...

RNA and DNA Editing: Methods and Protocols (Methods in Molecular Biology)
RNA and DNA Editing: Methods and Protocols (Methods in Molecular Biology)

The recent expansion in diversity of RNA and DNA editing types has stimulated the development of many unique genetic, molecular, biochemical, and computational approaches to biological issues.  In RNA and DNA Editing: Methods and Protocols, leading experts in the field introduce methods developed over the last few years to study...

Neural Networks and Artificial Intelligence for Biomedical Engineering (IEEE Press Series on Biomedical Engineering)
Neural Networks and Artificial Intelligence for Biomedical Engineering (IEEE Press Series on Biomedical Engineering)

Using examples drawn from biomedicine and biomedical engineering, this essential reference book brings you comprehensive coverage of all the major techniques currently available to build computer-assisted decision support systems. You will find practical solutions for biomedicine based on current theory and applications of neural networks,...

Nonlinear Biomedical Signal Processing, Fuzzy Logic, Neural Networks, and New Algorithms (IEEE Press Series on Biomedical Engineering) (Volume 1)
Nonlinear Biomedical Signal Processing, Fuzzy Logic, Neural Networks, and New Algorithms (IEEE Press Series on Biomedical Engineering) (Volume 1)

For the first time, eleven experts in the fields of signal processing and biomedical engineering have contributed to an edition on the newest theories and applications of fuzzy logic, neural networks, and algorithms in biomedicine. Nonlinear Biomedical Signal Processing, Volume I provides comprehensive coverage of nonlinear signal...

Introduction to Engineering Statistics and Six Sigma: Statistical Quality Control and Design of Experiments and Systems
Introduction to Engineering Statistics and Six Sigma: Statistical Quality Control and Design of Experiments and Systems

Many have heard that six sigma methods are necessary to survive, let alone thrive, in today’s competitive markets, but are not really sure what the methods are or how or when to use them.

Introduction to Engineering Statistics and Six Sigma contains precise descriptions of all of the many related methods and details...

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