Probabilistic Robotics

Probabilistic Robotics (repost)  eBooks & eLearning

Posted by interes at Jan. 30, 2013
Probabilistic Robotics (repost)

Sebastian Thrun, Wolfram Burgard, Dieter Fox, "Probabilistic Robotics"
2005 | ISBN: 0262201623 | 667 pages | PDF | 15 MB

Probabilistic robotics is a new and growing area 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.

Probabilistic Robotics (repost)  eBooks & eLearning

Posted by tot167 at March 18, 2011
Probabilistic Robotics (repost)

Sebastian Thrun, Wolfram Burgard, Dieter Fox, "Probabilistic Robotics"
The M.IT Press | 2005 | ISBN: 0262201623 | 667 pages | PDF | 12,9 MB

Probabilistic Approaches to Recommendations  eBooks & eLearning

Posted by arundhati at Sept. 3, 2017
Probabilistic Approaches to Recommendations

Nicola Barbieri, Giuseppe Manco, "Probabilistic Approaches to Recommendations"
2014 | ISBN-10: 1627052577 | 198 pages | PDF | 13 MB

Coursera: Probabilistic Graphical Models  eBooks & eLearning

Posted by ParRus at Feb. 17, 2016
Coursera: Probabilistic Graphical Models

Coursera: Stanford University - Probabilistic Graphical Models
WEBRip | English | MP4 + PDF Slides | 960 x 540 | AVC ~39.6 kbps | 15 fps
AAC | 128 Kbps | 44.1 KHz | 2 channels | Subs: English (.srt) | 23:25:47 | 1.36 GB
Genre: eLearning Video / Computer Science, Engineering and Technology

What are Probabilistic Graphical Models? Uncertainty is unavoidable in real-world applications: we can almost never predict with certainty what will happen in the future, and even in the present and the past, many important aspects of the world are not observed with certainty. Probability theory gives us the basic foundation to model our beliefs about the different possible states of the world, and to update these beliefs as new evidence is obtained. These beliefs can be combined with individual preferences to help guide our actions, and even in selecting which observations to make. While probability theory has existed since the 17th century, our ability to use it effectively on large problems involving many inter-related variables is fairly recent, and is due largely to the development of a framework known as Probabilistic Graphical Models (PGMs).

Machine Learning: A Probabilistic Perspective (Repost)  eBooks & eLearning

Posted by nebulae at Nov. 19, 2015
Machine Learning: A Probabilistic Perspective (Repost)

Kevin P. Murphy, "Machine Learning: A Probabilistic Perspective"
English | ISBN: 0262018020 | 2012 | PDF | 1104 pages | 25,7 MB

Probabilistic Inductive Logic Programming  eBooks & eLearning

Posted by MoneyRich at Jan. 11, 2015
Probabilistic Inductive Logic Programming

Probabilistic Inductive Logic Programming (Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence) by Luc De Raedt
English | Mar 14, 2008 | ISBN: 3540786511 | 341 Pages | PDF | 5 MB

One of the key open questions within arti?cial intelligence is how to combine probability and logic with learning. This question is getting an increased - tentioninseveraldisciplinessuchasknowledgerepresentation,reasoningabout uncertainty, data mining, and machine learning simulateously, resulting in the newlyemergingsub?eldknownasstatisticalrelationallearningandprobabil- ticinductivelogicprogramming.Amajordriving forceisthe explosivegrowth in the amount of heterogeneous data that is being collected in the business and scienti?c world.

Approaches to Probabilistic Model Learning for Mobile Manipulation Robots [Repost]  eBooks & eLearning

Posted by ChrisRedfield at Nov. 9, 2014
Approaches to Probabilistic Model Learning for Mobile Manipulation Robots [Repost]

Jürgen Sturm - Approaches to Probabilistic Model Learning for Mobile Manipulation Robots
Published: 2013-05-25 | ISBN: 3642371590, 3642371612 | PDF | 204 pages | 13 MB

Udacity - Artificial Intelligence for Robotics  eBooks & eLearning

Posted by Max-X at Sept. 9, 2014
Udacity - Artificial Intelligence for Robotics

Udacity - Artificial Intelligence for Robotics
English | .FLV | aac, 44100 Hz, stereo | h264, yuv420p, 854x480, 29.97 fps(r) | 2.21GB
Genre: E-learning

Probabilistic Approaches to Robotic Perception [Repost]  eBooks & eLearning

Posted by ChrisRedfield at June 22, 2014
Probabilistic Approaches to Robotic Perception [Repost]

João Filipe Ferreira, Jorge Miranda Dias - Probabilistic Approaches to Robotic Perception
Published: 2013-09-11 | ISBN: 3319020056 | PDF | 200 pages | 11 MB

Advances in Soft Computing, Intelligent Robotics and Control [Repost]  eBooks & eLearning

Posted by ChrisRedfield at June 5, 2014
Advances in Soft Computing, Intelligent Robotics and Control [Repost]

János Fodor, Robert Fullér - Advances in Soft Computing, Intelligent Robotics and Control
Published: 2014-04-09 | ISBN: 3319059440 | PDF | 321 pages | 14 MB