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NIPS
2000
14 years 11 months ago
Bayes Networks on Ice: Robotic Search for Antarctic Meteorites
A Bayes network based classifier for distinguishing terrestrial rocks from meteorites is implemented onboard the Nomad robot. Equipped with a camera, spectrometer and eddy current...
Liam Pedersen, Dimitrios Apostolopoulos, William W...
ICRA
2002
IEEE
105views Robotics» more  ICRA 2002»
15 years 2 months ago
Learning Behavioral Parameterization using Spatio-Temporal Case-Based Reasoning
This paper presents an approach to learning an optimal behavioral parameterization in the framework of a Case-Based Reasoning methodology for autonomous navigation tasks. It is ba...
Maxim Likhachev, Michael Kaess, Ronald C. Arkin
GI
2009
Springer
14 years 7 months ago
Information Fusion for Autonomous Robotic Weeding
: Information fusion has a potential applicability to a multitude of different applications. Still, the JDL model is mostly used to describe defense applications. This paper descri...
Stefan Ericson, Klas Hedenberg, Ronnie Johansson
ICRA
2009
IEEE
227views Robotics» more  ICRA 2009»
15 years 4 months ago
Adaptive autonomous control using online value iteration with gaussian processes
— In this paper, we present a novel approach to controlling a robotic system online from scratch based on the reinforcement learning principle. In contrast to other approaches, o...
Axel Rottmann, Wolfram Burgard
ICAS
2009
IEEE
109views Robotics» more  ICAS 2009»
15 years 4 months ago
Ponder2: A Policy System for Autonomous Pervasive Environments
Policies form an important part of management and can be an effective means of implementing self-adaptation in pervasive systems. Most policy-based systems focus on large-scale ne...
Kevin P. Twidle, Naranker Dulay, Emil Lupu, Morris...