Probabilistic robotics / Sebastian Thrun, Wolfram Burgard, Dieter Fox
Seri kaydı: Intelligent robotics and autonomous agentsYayıncı: Cambridge, Massachusetts : The MIT Press, 2005Telif hakkı tarihi:©2005Tanım: xx, 647 pages : illustrations ; 24 cmİçerik türü:- text
- unmediated
- volume
- 0262201623
- 9780262201629
- 22
- TJ211 .T575 2005
| Materyal türü | Ana kütüphane | Koleksiyon | Yer numarası | Durum | İade tarihi | Barkod | Materyal Ayırtmaları | |
|---|---|---|---|---|---|---|---|---|
Kitap
|
Mehmet Akif Ersoy Merkez Kütüphanesi Genel Koleksiyon | Non-fiction | TJ211 .T575 2005 (Rafa gözat(Aşağıda açılır)) | Kullanılabilir | 035560 |
Includes bibliographical references (pages 607-638) and index
-- Recursive state estimation -- Gaussian filters -- Robot motion -- Robot perception -- Mobile robot localization : Markov and Gaussian -- Mobile robot localization : grid and Monte Carlo -- Occupancy grid mapping -- Simultaneous localization and mapping -- The graphSLAM algorithm -- The sparse extended information filter -- The fastSLAM algorithm -- Markov decision processes -- Partially observable Markov decision processes -- Approximate POMDP techniques -- Exploration
Probablistic robotics is a growing area in the subject, concerned with perception and control in the face of uncertainty and giving robots a level of robustness in real-world situations. This book introduces techniques and algorithms in the field
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