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» Sensor replacement using mobile robots
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IJRR
2008
151views more  IJRR 2008»
13 years 9 months ago
Trajectory Optimization using Reinforcement Learning for Map Exploration
Automatically building maps from sensor data is a necessary and fundamental skill for mobile robots; as a result, considerable research attention has focused on the technical chall...
Thomas Kollar, Nicholas Roy
AMS
2007
Springer
281views Robotics» more  AMS 2007»
14 years 3 months ago
A Mobile Service Robot for Life Science Laboratories
Abstract. In this paper we presents a project that is developing a mobile service robot to assist users in biological and pharmaceutical laboratories by executing routine jobs such...
Erik Schulenburg, Norbert Elkmann, Markus Fritzsch...
NPL
2007
109views more  NPL 2007»
13 years 9 months ago
Generative Modeling of Autonomous Robots and their Environments using Reservoir Computing
Autonomous mobile robots form an important research topic in the field of robotics due to their near-term applicability in the real world as domestic service robots. These robots ...
Eric A. Antonelo, Benjamin Schrauwen, Jan M. Van C...
CORR
2006
Springer
101views Education» more  CORR 2006»
13 years 9 months ago
Metric State Space Reinforcement Learning for a Vision-Capable Mobile Robot
We address the problem of autonomously learning controllers for visioncapable mobile robots. We extend McCallum's (1995) Nearest-Sequence Memory algorithm to allow for genera...
Viktor Zhumatiy, Faustino J. Gomez, Marcus Hutter,...
ICRA
2009
IEEE
191views Robotics» more  ICRA 2009»
14 years 4 months ago
Distributed coverage control for mobile sensors with location-dependent sensing models
— This paper addresses the problem of coverage control of a network of mobile sensors. In the current literature, this is commonly formulated as a locational optimization problem...
Ajay Deshpande, Sameera Poduri, Daniela Rus, Gaura...