BOOKS - Probabilistic Robotics (Intelligent Robotics and Autonomous Agents series)
Probabilistic Robotics (Intelligent Robotics and Autonomous Agents series) - Sebastian Thrun September 1, 2005 PDF  BOOKS
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Probabilistic Robotics (Intelligent Robotics and Autonomous Agents series)
Author: Sebastian Thrun
Year: September 1, 2005
Format: PDF
File size: PDF 16 MB
Language: English



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Book Description: Probabilistic Robotics: Intelligent Robotics and Autonomous Agents series Sebastian Thrun September 1, 2005 Sebastian Thrun Summary: Probabilistic Robotics is an introduction to the techniques and algorithms of the newest field in robotics, concerned with perception and control in the face of uncertainty. Building on the field of mathematical statistics, probabilistic robotics endows robots with a new level of robustness in real-world situations. This book introduces readers to a wealth of techniques and algorithms based on a single overarching mathematical foundation. Each chapter provides example implementations in pseudo-code, detailed mathematical derivations, discussions from a practitioner's perspective, and extensive lists of exercises and class projects. The book's website (www. probabilisticrobotics. org) offers additional materials. It is relevant to anyone involved in robotic software development and scientific research, as well as applied statisticians and engineers dealing with real-world sensor data. Introduction: In today's world, technology is advancing at an unprecedented rate, and it is essential to understand the process of technological evolution to survive and thrive.
Probabilistic Robotics: Intelligent Robotics and Autonomous Agents series Sebastian Thrun 1 September 2005 Sebastian Thrun Summary: Probabilistic Robotics - это введение в методы и алгоритмы новейшей области робототехники, связанные с восприятием и управлением в условиях неопределенности. Опираясь на область математической статистики, вероятностная робототехника наделяет роботов новым уровнем устойчивости в реальных ситуациях. Эта книга знакомит читателей с множеством техник и алгоритмов, основанных на единой всеобъемлющей математической основе. В каждой главе приведены примеры реализации в псевдокоде, подробные математические выводы, обсуждения с точки зрения практикующего врача, а также обширные списки упражнений и проектов классов. Сайт книги (www. probabilisticrobotics. орг) предлагает дополнительные материалы. Он актуален для всех, кто занимается разработкой роботизированного программного обеспечения и научными исследованиями, а также для прикладных статистиков и инженеров, занимающихся данными реальных датчиков. Введение: В современном мире технологии развиваются с беспрецедентной скоростью, и важно понимать процесс технологической эволюции, чтобы выжить и процветать.
Robótica Probabilística: Robótica Inteligente y Agentes Automáticos Serie Sebastian Thrun 1 Septiembre 2005 Sebastian Thrun Summary: Robótica Probabilística - Esta es una introducción a la técnicas y algoritmos del último campo de la robótica relacionados con la percepción y el control en entornos de incertidumbre. Apoyándose en el campo de la estadística matemática, la robótica probabilística confiere a los robots un nuevo nivel de resistencia en situaciones reales. Este libro introduce a los lectores en multitud de técnicas y algoritmos basados en una sola base matemática integral. Cada capítulo ofrece ejemplos de implementación en pseudocódigo, conclusiones matemáticas detalladas, discusiones desde la perspectiva del practicante, así como extensas listas de ejercicios y proyectos de clases. tio del libro (www. probabilisticrobotics. org) ofrece materiales adicionales. Es relevante para cualquiera que esté involucrado en el desarrollo de software robótico y la investigación científica, así como para estadísticos aplicados e ingenieros dedicados a los datos de sensores reales. Introducción: En el mundo actual, la tecnología evoluciona a una velocidad sin precedentes y es importante comprender el proceso de evolución tecnológica para sobrevivir y prosperar.
Probatoric Robotics: Intelligent Robotics and Autonomous Agenti Series Sebastian Thrun 1 Steptember 2005 Sebastian Thrun Summary: Probabilistic Robotics è un'introduzione ai metodi e agli algoritmi della robotica di ultima generazione percezione e gestione in condizioni di incertezza. Basandosi sul campo delle statistiche matematiche, la robotica probabile offre ai robot un nuovo livello di resistenza in situazioni reali. Questo libro presenta ai lettori molte tecniche e algoritmi basati su un'unica base matematica completa. In ogni capitolo sono riportati esempi di realizzazione in pseudo-codice, conclusioni matematiche dettagliate, discussioni dal punto di vista del medico praticante e una vasta lista di esercizi e progetti di classe. to del libro (www. probabilisticrobotics. org) offre materiale aggiuntivo. È rilevante per tutti coloro che sviluppano software robotici e ricerca scientifica, così come per statistici applicati e ingegneri che si occupano di dati sensori reali. Introduzione: Nel mondo moderno, la tecnologia evolve ad una velocità senza precedenti, ed è importante comprendere l'evoluzione tecnologica per sopravvivere e prosperare.
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Probabilistic Robotics: Intelligent Robotics and Autonomous Agents series Sebastian Thrun 1 Sebastian Thrun 20059月1日要約:Probabilistic Roboticsは、不確実性下での知覚と制御に関連するロボットの最新分野の手法とアルゴリズムの紹介です。数学的統計の分野に頼って、確率的なロボット工学は、ロボットに実際の状況での安定性の新しいレベルを与えます。この本は、単一の包括的な数学的フレームワークに基づいて、さまざまな技術とアルゴリズムを読者に紹介しています。各章では擬似コードの実装例、詳細な数学的推論、実践者の視点からの議論、演習とクラス設計の広範なリストを提供している。本ウェブサイト(www。 probabilisticrobotics。org)は追加の材料を提供しています。ロボットソフトウェアの開発や科学的研究に関わるすべての人や、実際のセンサーデータに関わる応用統計学者やエンジニアに関連しています。はじめに:今日の世界では、技術は前例のない速度で進化しており、生き残り、繁栄するためには、技術進化のプロセスを理解することが重要です。

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