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Machine Learning and Robot Perception (Studies in Computational Intelligence)
Machine Learning and Robot Perception (Studies in Computational Intelligence)
This book presents some of the most recent research results in the area of machine learning and robot perception. The book contains eight chapters.

Relevant progress has been done, within the Robotics field, in mechanical systems, actuators, control and planning. This fact, allows a wide application of industrial robots, where
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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...
Algorithms Unplugged
Algorithms Unplugged

Algorithms specify the way computers process information and how they execute tasks. Many recent technological innovations and achievements rely on algorithmic ideas – they facilitate new applications in science, medicine, production, logistics, traffic, communi¬cation and entertainment. Efficient algorithms not only enable your...

The God Part of the Brain: A Scientific Interpretation of Human Spirituality and God
The God Part of the Brain: A Scientific Interpretation of Human Spirituality and God

Acclaimed by a wide range of experts, The "God" Part of the Brain is a classic. Matthew Alper presents a stunning argument: that our brain is hardwired to believe in a God. He offers a scientific explanation that we inherit an evolutionary mechanism that allows us to cope with our greatest terror - death.

The author also...

Constraint Satisfaction Techniques for Agent-Based Reasoning
Constraint Satisfaction Techniques for Agent-Based Reasoning

An important aspect of multi agent systems are agent reasoning techniques for problem solving, either at the level of a single agent or at the level of distributed collaboration amongst multiple agents.

Constraint Satisfaction Problems (CSP) prove to be a generic framework which can be applied for modeling and solving a wide range...

Computing with Instinct: Rediscovering Artificial Intelligence
Computing with Instinct: Rediscovering Artificial Intelligence

Simplicity in nature is the ultimate sophistication. The world's magnificence has been enriched by the inner drive of instincts, the profound drive of our everyday life. Instinct is an inherited behavior that responds to environmental stimuli. Instinctive computing is a computational simulation of biological and cognitive instincts, which...

High-Throughput Image Reconstruction and Analysis (Bioinformatics & Biomedical Imaging)
High-Throughput Image Reconstruction and Analysis (Bioinformatics & Biomedical Imaging)

Progress in biology is dependent on the ability to observe, measure, and model the behavior of organisms at multiple levels of abstraction, from the microscopic to the macroscopic. There has been a tremendous growth recently in the techniques to probe the structure and workings of cellular and organ-level mechanisms. Significant advances have...

Adaptive Multimedia Retrieval. Understanding Media and Adapting to the User: 7th International Workshop
Adaptive Multimedia Retrieval. Understanding Media and Adapting to the User: 7th International Workshop

This book contains a selection of the revised contributions that were initially submitted to the International Workshop on Adaptive Multimedia Retrieval (AMR 2009). The workshop was organized by the Universidad Nacional de Educaci ´on a Distancia (UNED) in Madrid, Spain, during September 24–25, 2009.

The goal of the AMR...

Recognizing Patterns in Signals, Speech, Images, and Videos: ICPR 2010 Contents
Recognizing Patterns in Signals, Speech, Images, and Videos: ICPR 2010 Contents

The 20th ICPR (International Conference on Pattern Recognition) Conference took place in Istanbul, Turkey, during August 23–26, 2010. For the first time in the ICPR history, several scientific contests (http://www.icpr2010.org/ contests.php) were organized in parallel to the conference main tracks. The purpose of these contests was to...

Financial Modelling in Python (The Wiley Finance Series)
Financial Modelling in Python (The Wiley Finance Series)

"Fletcher and Gardner have created a comprehensive resource that will be of interest not only to those working in the field of finance, but also to those using numerical methods in other fields such as engineering, physics, and actuarial mathematics. By showing how to combine the high-level elegance, accessibility, and flexibility of...

Soft Computing in XML Data Management: Intelligent Systems from Decision Making to Data Mining
Soft Computing in XML Data Management: Intelligent Systems from Decision Making to Data Mining

Being the de-facto standard for data representation and exchange over the Web, XML (Extensible Markup Language) allows the easy development of applications that exchange data over the Web. This creates a set of data management requirements involving XML. XML and related standards have been extensively applied in many business, service, and...

Code: The Hidden Language of Computer Hardware and Software
Code: The Hidden Language of Computer Hardware and Software

What do flashlights, the British invasion, black cats, and seesaws have to do with computers? In CODE, they show us the ingenious ways we manipulate language and invent new means of communicating with each other. And through CODE, we see how this ingenuity and our very human compulsion to communicate have driven the technological...

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