Multiple Abstraction Hierarchies for Mobile Robot Operation in Large Environments

Multiple Abstraction Hierarchies for Mobile Robot Operation in Large Environments PDF Author: Cipriano Galindo
Publisher: Springer
ISBN: 354072690X
Category : Technology & Engineering
Languages : en
Pages : 184

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Book Description
This book focuses on the performance of mobile robots through the use of multi-hierarchical symbolic representations of the environment. To perform deliberative actions, a robot must possess some symbolic representation of its workspace, but representations of real environments can become so large that they must be conveniently arranged to facilitate and, in some cases, make possible their use. Practical solutions tested on real robots, for example a robotic wheelchair, are provided.

Multiple Abstraction Hierarchies for Mobile Robot Operation in Large Environments

Multiple Abstraction Hierarchies for Mobile Robot Operation in Large Environments PDF Author: Cipriano Galindo
Publisher: Springer
ISBN: 354072690X
Category : Technology & Engineering
Languages : en
Pages : 184

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Book Description
This book focuses on the performance of mobile robots through the use of multi-hierarchical symbolic representations of the environment. To perform deliberative actions, a robot must possess some symbolic representation of its workspace, but representations of real environments can become so large that they must be conveniently arranged to facilitate and, in some cases, make possible their use. Practical solutions tested on real robots, for example a robotic wheelchair, are provided.

Multi-Hierarchical Representation of Large-Scale Space

Multi-Hierarchical Representation of Large-Scale Space PDF Author: Juan A. Fernández
Publisher: Springer Science & Business Media
ISBN: 9401596662
Category : Technology & Engineering
Languages : en
Pages : 284

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Book Description
It has been stated in psychology that human brain arranges information in a way that improves efficiency in performing common tasks, for example, information about our spatial environment is conveniently structured for efficient route finding. On the other hand, in computational sciences, the use of hierarchical information is well known for reducing the complexity of solving problems. This book studies hierarchical representations of large-scale space and presents a new model, called Multi-AH-graph, that uses multiple hierarchies of abstraction. It allows an agent to represent structural information acquired from the environment (elements such as objects, free space, etc., relations existing between them, such as proximity, similarity, etc. and other types of information, such as colors, shapes, etc). The Multi-AH-graph model extends a single hierarchy representation to a mUltiple hierarchy arrangement, which adapts better to a wider range of tasks, agents, and environments. We also present a system called CLAUDIA, which is an implementation of the task-driven paradigm for automatic construction of multiple abstractions: a set of hierarchies of abstraction will be "good" for an agent if it can reduce the cost of planning and performing certain tasks of the agent in the agent's world. CLAUDIA constructs multiple hierarchies (Multi-AH-graphs) for a given triple , trying to optimize their "goodness".

Simultaneous Localization and Mapping for Mobile Robots: Introduction and Methods

Simultaneous Localization and Mapping for Mobile Robots: Introduction and Methods PDF Author: Fernández-Madrigal, Juan-Antonio
Publisher: IGI Global
ISBN: 1466621052
Category : Technology & Engineering
Languages : en
Pages : 497

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Book Description
As mobile robots become more common in general knowledge and practices, as opposed to simply in research labs, there is an increased need for the introduction and methods to Simultaneous Localization and Mapping (SLAM) and its techniques and concepts related to robotics. Simultaneous Localization and Mapping for Mobile Robots: Introduction and Methods investigates the complexities of the theory of probabilistic localization and mapping of mobile robots as well as providing the most current and concrete developments. This reference source aims to be useful for practitioners, graduate and postgraduate students, and active researchers alike.

Advances in Biologically Inspired Information Systems

Advances in Biologically Inspired Information Systems PDF Author: Falko Dressler
Publisher: Springer Science & Business Media
ISBN: 3540726926
Category : Computers
Languages : en
Pages : 306

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Book Description
Technology is taking us to a world where myriads of networked devices interact with the physical world in multiple ways and at multiple scales. This book presents a comprehensive overview of the most promising research directions in the area of bio-inspired computing. According to the broad spectrum addressed by the different chapters, a rich variety of biological principles and their application to ICT systems are presented.

Abstraction, Reformulation and Approximation

Abstraction, Reformulation and Approximation PDF Author: Jean-Daniel Zucker
Publisher: Springer Science & Business Media
ISBN: 3540278729
Category : Computers
Languages : en
Pages : 387

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Book Description
This book constitutes the refereed proceedings of the 6th International Symposium on Abstraction, Reformulation, and Approximation, SARA 2005, held in Airth Castle, Scotland, UK in July 2005. The 17 revised full papers and 8 extended abstracts were carefully reviewed and selected for inclusion in the book. Also included are 3 invited papers and 8 research summaries. All current aspects of abstraction, reformulation, and approximation in the context of human common-sense reasoning, problem solving, and efficiently reasoning in complex domains are addressed. Among the application fields of these techniques are automatic programming, constraint satisfaction, design, diagnosis, machine learning, search, planning, reasoning, game playing, scheduling, and theorem proving.

Robot Control 1988 (SYROCO'88)

Robot Control 1988 (SYROCO'88) PDF Author: U. Rembold
Publisher: Elsevier
ISBN: 1483298760
Category : Technology & Engineering
Languages : en
Pages : 569

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Book Description
Containing 88 papers, the emphasis of this volume is on the control of advanced robots. These robots may be self-contained or part of a system. The applications of such robots vary from manufacturing, assembly and material handling to space work and rescue operations. Topics presented at the Symposium included sensors and robot vision systems as well as the planning and control of robot actions. Main topics covered include the design of control systems and their implementation; advanced sensors and multisensor systems; explicit robot programming; implicit (task-orientated) robot programming; interaction between programming and control systems; simulation as a programming aid; AI techniques for advanced robot systems and autonomous robots.

Abstraction, Reformulation, and Approximation

Abstraction, Reformulation, and Approximation PDF Author:
Publisher:
ISBN:
Category : Artificial intelligence
Languages : en
Pages : 404

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Book Description


RoboCup 2001: Robot Soccer World Cup V

RoboCup 2001: Robot Soccer World Cup V PDF Author: Andreas Birk
Publisher: Springer
ISBN: 3540456031
Category : Technology & Engineering
Languages : en
Pages : 782

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Book Description
This book is the fifth official archival publication devoted to RoboCup. It documents the achievements presented at the 5th Robot World Cup Soccer Games and Conferences held in Seattle, Washington, USA, in August 2001.The book contains the following parts: introduction, champion teams, challenge award finalists, technical papers, poster presentations, and team descriptions (arranged according to various leagues).This book is mandatory reading for the rapidly growing RoboCup community as well as a valuable source of references and inspiration for R&D professionals interested in multi-agent systems, distributed artificial intelligence, and intelligent robotics.

Mobile Robots Navigation

Mobile Robots Navigation PDF Author: Luis Payá
Publisher: MDPI
ISBN: 3039286706
Category : Technology & Engineering
Languages : en
Pages : 298

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Book Description
The presence of mobile robots in diverse scenarios is considerably increasing to perform a variety of tasks. Among them, many developments have occurred in the fields of ground, underwater, and flying robotics. Independent of the environment where they move, navigation is a fundamental ability of mobile robots so that they can autonomously complete high-level tasks. This problem can be efficiently addressed through the following actions: First, it is necessary to perceive the environment in which the robot has to move, and extract some relevant information (mapping problem). Second, the robot must be able to estimate its position and orientation within this environment (localization problem). With this information, a trajectory toward the target points must be planned (path planning), and the vehicle must be reactively guided along this trajectory considering either possible changes or interactions with the environment or with the user (control). Given this information, this book introduces current frameworks in these fields (mapping, localization, path planning, and control) and, in general, approaches to any problem related to the navigation of mobile robots, such as odometry, exploration, obstacle avoidance, and simulation.

Machine Learning Methods for High-Level Cognitive Capabilities in Robotics

Machine Learning Methods for High-Level Cognitive Capabilities in Robotics PDF Author: Emre Ugur
Publisher: Frontiers Media SA
ISBN: 288963261X
Category :
Languages : en
Pages : 149

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Book Description