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112
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IROS
2008
IEEE
138views Robotics» more  IROS 2008»
15 years 7 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...
70
Voted
CIMCA
2005
IEEE
15 years 6 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
99
Voted
AR
2007
99views more  AR 2007»
15 years 21 days ago
Experience-based imitation using RNNPB
Abstract— Robot imitation is a useful and promising alternative to robot programming. Robot imitation involves two crucial issues. The first is how a robot can imitate a human w...
Ryunosuke Yokoya, Tetsuya Ogata, Jun Tani, Kazunor...
AUSAI
2007
Springer
15 years 6 months ago
Evaluation of Connectives Acquisition in a Humanoid Robot Using Direct Physical Feedback
In this paper, we propose a method where humanoid robot acquires meanings of grammatical connectives using direct physical feedback from human. Our system acquired 70% connectives ...
Dai Hasegawa, Rafal Rzepka, Kenji Araki
102
Voted
JFR
2006
140views more  JFR 2006»
15 years 16 days ago
Improving robot navigation through self-supervised online learning
In mobile robotics, there are often features that, while potentially powerful for improving navigation, prove difficult to profit from as they generalize poorly to novel situations...
Boris Sofman, Ellie Lin, J. Andrew Bagnell, John C...