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» The Role of Learning in Autonomous Robots
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AROBOTS
1999
110views more  AROBOTS 1999»
14 years 11 months ago
Self-Localization of Autonomous Robots by Hidden Representations
We present a framework for constructing representations of space in an autonomous agent which does not obtain any direct information about its location. Instead the algorithm relie...
J. Michael Herrmann, Klaus Pawelzik, Theo Geisel
IDA
2003
Springer
15 years 4 months ago
A Semi-supervised Method for Learning the Structure of Robot Environment Interactions
For a mobile robot to act autonomously, it must be able to construct a model of its interaction with the environment. Oates et al. developed an unsupervised learning method that pr...
Axel Großmann, Matthias Wendt, Jeremy Wyatt
IROS
2007
IEEE
175views Robotics» more  IROS 2007»
15 years 6 months ago
Adaptive long range vision in unstructured terrain
— A novel probabilistic online learning framework for autonomous off-road robot navigation is proposed. The system is purely vision-based and is particularly designed for predict...
Ayse Erkan, Raia Hadsell, Pierre Sermanet, Jan Ben...
KI
2010
Springer
14 years 6 months ago
eSLAM - Self Localisation and Mapping Using Embodied Data
Autonomous mobile robots have the potential to change our everyday life. Unresolved challenges which span a large spectrum of artificial intelligence research need to be answered t...
Jakob Schwendner, Frank Kirchner
ROBOCUP
1999
Springer
113views Robotics» more  ROBOCUP 1999»
15 years 3 months ago
11Monkeys Description
The major purpose of our research is to study cooperative planning for multi-agent system in time-critical environment. The RoboCup simulator league is the most interesting target ...
Shuhei Kinoshita, Yoshikazu Yamamoto