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[ pdf ] Artificial Intelligence Robotics

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Topic under  Robot Controllers
Source: www.niemueller.de 
File size: 1.3 MB
File type: pdf
Last download on: Thu Apr 12, 2018 04:04:17 AM
Short Desciption:
Definition: What is a Robot? Robots are physical agents that perform tasks by manipulating the physical world. They are equipped with sensors to perceive their environment and effectors to assert physical forces on it (covered in more detail in next section). As mentioned before Robots can be put into three main categories: manipulators, mobile robots and humanoid robots.

Summary:
This document gives a short introduction to the basics of robotics in the context of artificial intelligence. It describes the very basics of robotics like sensors and effectors, gives an overview on robotic history, and introduces some basic problems encountered in modern robotics. It describes possible solutions to those problems without going deeply into theory. The problems introduced are perception, basic pose description, transition and sensor models, localization as a special case of perception (Monte Carlo Localization, Extended Kalman Filter), representation of environment (workspace and configuration space), path planning (cell decomposition, potential fields, skeletonization, Voronoi diagrams, and probabilistic roadmaps), movement of robots, and some real-life examples. This document was created accompanying a talk in the context of the proseminar "Artificial Intelligence" in summer semester 2003 at the RWTH Aachen, Chair of Computer Science V, Knowledge-based Systems Group.
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    Posted by hoobi
    Sat Mar 03, 2012 02:58:42 PM

    that is such awonderful amazing book

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