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» The Role of Learning in Autonomous Robots
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ROBOCUP
2005
Springer
117views Robotics» more  ROBOCUP 2005»
15 years 5 months ago
Towards Eliminating Manual Color Calibration at RoboCup
Color calibration is a time-consuming, and therefore costly requirement for most robot teams at RoboCup. This paper presents an approach for autonomous color learning on-board a mo...
Mohan Sridharan, Peter Stone
IROS
2008
IEEE
138views Robotics» more  IROS 2008»
15 years 6 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...
77
Voted
ICRA
2006
IEEE
177views Robotics» more  ICRA 2006»
15 years 5 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
109
Voted
ICRA
2005
IEEE
138views Robotics» more  ICRA 2005»
15 years 5 months ago
The Role of Motion Information in Learning Human-Robot Joint Attention
— To realize natural human-robot interactions and investigate the developmental mechanism of human communication, an effective approach is to construct models by which a robot im...
Yukie Nagai
ICRA
2002
IEEE
108views Robotics» more  ICRA 2002»
15 years 4 months ago
An Execution Control System for Autonomous Robots
Abstract— This paper presents some recent developments of the LAAS architecture for autonomous mobile robots. In particular, we specify the role of the Execution Control level of...
François Felix Ingrand, Frederic Py