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IROS
2008
IEEE
138views Robotics» more  IROS 2008»
14 years 3 months ago
Deep belief net learning in a long-range vision system for autonomous off-road driving
Abstract— We present a learning-based approach for longrange vision that is able to accurately classify complex terrain at distances up to the horizon, thus allowing high-level s...
Raia Hadsell, Ayse Erkan, Pierre Sermanet, Marco S...
ICRA
2006
IEEE
177views Robotics» more  ICRA 2006»
14 years 2 months ago
Autonomous Shape Model Learning for Object Localization and Recognition
— Mobile robots do not adequately represent the objects in their environment; this weakness hinders a robot’s ability to utilize past experience. In this paper, we describe a s...
Joseph Modayil, Benjamin Kuipers
CIMCA
2005
IEEE
14 years 2 months ago
Learning to feel the physics of a body
Despite the tremendous progress in robotic hardware and in both sensorial and computing efficiencies the performance of contemporary autonomous robots is still far below that of ...
Ralf Der, Frank Hesse, Georg Martius
RAS
2006
94views more  RAS 2006»
13 years 8 months ago
Learning about natural human-robot interaction styles
If we are to achieve natural human
Tamie Salter, Kerstin Dautenhahn, I. René J...
ICRA
2006
IEEE
132views Robotics» more  ICRA 2006»
14 years 2 months ago
Speeding-up Multi-robot Exploration by Considering Semantic Place Information
— In this paper, we consider the problem of exploring an unknown environment with a team of mobile robots. One of the key issues in multi-robot exploration is how to assign targe...
Cyrill Stachniss, Óscar Martínez Moz...