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Robot Motion Planning

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Release : 2012-12-06
Genre : Technology & Engineering
Kind : eBook
Book Rating : 224/5 ( reviews)

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Book Synopsis Robot Motion Planning by : Jean-Claude Latombe

Download or read book Robot Motion Planning written by Jean-Claude Latombe. This book was released on 2012-12-06. Available in PDF, EPUB and Kindle. Book excerpt: One of the ultimate goals in Robotics is to create autonomous robots. Such robots will accept high-level descriptions of tasks and will execute them without further human intervention. The input descriptions will specify what the user wants done rather than how to do it. The robots will be any kind of versatile mechanical device equipped with actuators and sensors under the control of a computing system. Making progress toward autonomous robots is of major practical inter est in a wide variety of application domains including manufacturing, construction, waste management, space exploration, undersea work, as sistance for the disabled, and medical surgery. It is also of great technical interest, especially for Computer Science, because it raises challenging and rich computational issues from which new concepts of broad useful ness are likely to emerge. Developing the technologies necessary for autonomous robots is a formidable undertaking with deep interweaved ramifications in auto mated reasoning, perception and control. It raises many important prob lems. One of them - motion planning - is the central theme of this book. It can be loosely stated as follows: How can a robot decide what motions to perform in order to achieve goal arrangements of physical objects? This capability is eminently necessary since, by definition, a robot accomplishes tasks by moving in the real world. The minimum one would expect from an autonomous robot is the ability to plan its x Preface own motions.

Scene Perception and Motion Planning Through Robotic Vision

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Author :
Release : 2012
Genre :
Kind : eBook
Book Rating : 850/5 ( reviews)

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Book Synopsis Scene Perception and Motion Planning Through Robotic Vision by : Durga Rajan

Download or read book Scene Perception and Motion Planning Through Robotic Vision written by Durga Rajan. This book was released on 2012. Available in PDF, EPUB and Kindle. Book excerpt:

Perception-based Learning for Fine Motion Planning in Robot Manipulation

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Author :
Release : 1997
Genre :
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Perception-based Learning for Fine Motion Planning in Robot Manipulation by : Enrique Cervera Mateu

Download or read book Perception-based Learning for Fine Motion Planning in Robot Manipulation written by Enrique Cervera Mateu. This book was released on 1997. Available in PDF, EPUB and Kindle. Book excerpt:

Probabilistic Motion Planning for Automated Vehicles

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Author :
Release : 2021-02-25
Genre : Technology & Engineering
Kind : eBook
Book Rating : 707/5 ( reviews)

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Book Synopsis Probabilistic Motion Planning for Automated Vehicles by : Naumann, Maximilian

Download or read book Probabilistic Motion Planning for Automated Vehicles written by Naumann, Maximilian. This book was released on 2021-02-25. Available in PDF, EPUB and Kindle. Book excerpt: In motion planning for automated vehicles, a thorough uncertainty consideration is crucial to facilitate safe and convenient driving behavior. This work presents three motion planning approaches which are targeted towards the predominant uncertainties in different scenarios, along with an extended safety verification framework. The approaches consider uncertainties from imperfect perception, occlusions and limited sensor range, and also those in the behavior of other traffic participants.

Belief State Planning for Autonomous Driving: Planning with Interaction, Uncertain Prediction and Uncertain Perception

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Release : 2021-09-13
Genre : Technology & Engineering
Kind : eBook
Book Rating : 391/5 ( reviews)

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Book Synopsis Belief State Planning for Autonomous Driving: Planning with Interaction, Uncertain Prediction and Uncertain Perception by : Hubmann, Constantin

Download or read book Belief State Planning for Autonomous Driving: Planning with Interaction, Uncertain Prediction and Uncertain Perception written by Hubmann, Constantin. This book was released on 2021-09-13. Available in PDF, EPUB and Kindle. Book excerpt: This work presents a behavior planning algorithm for automated driving in urban environments with an uncertain and dynamic nature. The algorithm allows to consider the prediction uncertainty (e.g. different intentions), perception uncertainty (e.g. occlusions) as well as the uncertain interactive behavior of the other agents explicitly. Simulating the most likely future scenarios allows to find an optimal policy online that enables non-conservative planning under uncertainty.

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