Название: Reinforcement Learning Aided Performance Optimization of Feedback Control Systems
Автор: Changsheng Hua
Издательство: Springer
Год: 2021
Страниц: 139
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Changsheng Hua proposes two approaches, an input/output recovery approach and a performance index-based approach for robustness and performance optimization of feedback control systems. For their data-driven implementation in deterministic and stochastic systems, the author develops Q-learning and natural actor-critic (NAC) methods, respectively. Their effectiveness has been demonstrated by an experimental study on a brushless direct current motor test rig. Reinforcement learning (RL) is a branch of Machine Learning (ML) concerned with how agents take actions by interacting with their environment to maximize some notion of cumulative reward. It is a powerful tool to solve optimization problems in a data-driven manner. There have been a lot of remarkable results over the last few decades about applications of RL to performance optimization such as playing Atari games and Go with super-human performance, and training robotics to learn primitive skills.

Название: CRAN Recipes: DPLYR, Stringr, Lubridate, and RegEx in R
Автор: William Yarberry
Издательство: Apress
Год: 2021
Формат: true pdf/epub
Страниц: 348
Размер: 10.6 Mb
Язык: English

Want to use the power of R sooner rather than later? Don’t have time to plow through wordy texts and online manuals? Use this book for quick, simple code to get your projects up and running. It includes code and examples applicable to many disciplines. Written in everyday language with a minimum of complexity, each chapter provides the building blocks you need to fit R’s astounding capabilities to your analytics, reporting, and visualization needs.

Название: Understanding Artificial Intelligence: A Concise Introduction
Автор: Evlyn Faintes
Издательство: Pretty Flower Publishing
Год: 2021
Страниц: 116
Язык: английский
Формат: pdf, azw3, epub
Размер: 10.1 MB

Artificial Intelligence seems to be everywhere these days. This book provides a simple introduction to Artificial Intelligence (AI). It explains what it is, how it works and how it's used in the real world to do all sorts of wonderful things. For example, powering Intelligent personal assistants such as Amazon's Alexa, undertaking facial recognition and making decisions about who to hire and fire. Not to mention all those brilliant robots on production lines and in warehouses, and chatbots that can answer all your customer queries for you. Written in an easy going and non-technical style Understanding Artificial Intelligence provides the perfect introduction to this fascinating subject that everyone should know something about.

Название: Beginning jаvascript
Автор: Jeremy McPeak
Издательство: Wrox
Год: 2015
Формат: PDF
Страниц: 768
Для сайта: litmy.ru
Размер: 7 Mb
Язык: English

The bestselling jаvascript guide, updated with current featuresand best practices
Beginning jаvascript 5th Edition shows you how towork effectively with jаvascript frameworks, functions, and modernbrowsers, and teaches more effective coding practices using HTML5.This new edition has been extensively updated to reflect the wayjаvascript is most commonly used today, introducing you to thelatest tools and techniques available to jаvascript developers.Coverage includes modern coding practices using HTML5 markup, theJSON data format, DOM APIs, the jQuery framework, and more.Exercises with solutions provide plenty of opportunity to practice,and the companion website offers downloadable code for all examplesgiven in the book.

Название: AI and Machine Learning On-Device Development (Early Release)
Автор: Laurence Moroney
Издательство: O’Reilly Media
Год: 2021-04-22: First Release
Формат: EPUB
Страниц: 192
Размер: 24,6 Mb
Язык: English

AI is nothing without somewhere to run it. Now that mobile devices have become the primary computing device for most people, it's essential that mobile developers add AI to their toolbox. This insightful book is your guide to creating models and running them on popular mobile platforms such as iOS and Android.

Название: Machine Learning Guide for Oil and Gas Using Python: A Step-by-Step Breakdown with Data, Algorithms, Codes, and Applications
Автор: Hoss Belyadi, Alireza Haghighat
Издательство: Gulf Professional Publishing, Elsevier
Год: 2021
Страниц: 461
Язык: английский
Формат: pdf (true)
Размер: 44.8 MB

Machine Learning Guide for Oil and Gas Using Python: A Step-by-Step Breakdown with Data, Algorithms, Codes, and Applications delivers a critical training and resource tool to help engineers understand Machine Learning theory and practice, specifically referencing use cases in oil and gas. The reference moves from explaining how Python works to step-by-step examples of utilization in various oil and gas scenarios, such as well testing, shale reservoirs and production optimization. Petroleum engineers are quickly applying machine learning techniques to their data challenges, but there is a lack of references beyond the math or heavy theory of machine learning.

Название: Algorithms and Interviews: Job Interviewing for Programmers
Автор: Cody Jackson
Издательство: Amazon.com Services LLC
Год: 2021
Страниц: 238
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Learn how to prepare for technical programming interviews. This book focuses on job interviews for software engineers, both from the traditional interview perspective as well as the technical programming side. While useful review for Computer Science graduates, it is also helpful for self-taught programmers, bootcamp graduates, and anyone interested in job hunting and interview techniques as well as computer algorithm implementation.

Название: Virtual and Augmented Reality: An Educational Handbook
Автор: Zeynep Tacgin
Издательство: Cambridge Scholars Publishing
Год: 2020
Страниц: 292
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Mixed Reality has been part of our lives ever since we first started to dream of creative ways to comprehend information and concepts through actual and imaginative experiences. This book explores the latest research informing education design in virtual and augmented reality. By utilising numerous studies and examples, it describes the differences between perceived knowledge, usage area, technologies, and tools. It will help the reader gain a better understanding of the nature of virtual or augmented realities and their applications in theory and practice.

Название: Programming in C, 2nd Edition
Автор: Nilkani Mort
Издательство: Writer House
Год: 2020
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Best way to learn any programming language is to create good programs in it. C is not exception to this rule. Once you decide to write any program you would find that there are always at least two ways to write it. So you need to find out whether you have chosen the best way to implement your program. Although, C is intended to do low-level programming. It is used to develop system applications such as kernel, driver, etc. It also supports the features of a high-level language. That is why it is known as mid-level language.

Название: Natural Language Processing in Artificial Intelligence—NLPinAI 2020
Автор: Roussanka Loukanova
Издательство: Springer
Год: 2021
Страниц: 250
Язык: английский
Формат: pdf (true), epub
Размер: 17.4 MB

This book covers theoretical work, applications, approaches, and techniques for computational models of information and its presentation by language (artificial, human, or natural in other ways). Computational and technological developments that incorporate natural language are proliferating. Adequate coverage encounters difficult problems related to ambiguities and dependency on context and agents (humans or computational systems). The goal is to promote computational systems of intelligent natural language processing and related models of computation, language, thought, mental states, reasoning, and other cognitive processes.