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FBIT
2007
IEEE
14 years 4 months ago
Learning to Drive a Real Car in 20 Minutes
The paper describes our first experiments on Reinforcement Learning to steer a real robot car. The applied method, Neural Fitted Q Iteration (NFQ) is purely data-driven based on ...
Martin Riedmiller, Michael Montemerlo, Hendrik Dah...
ICRA
2007
IEEE
125views Robotics» more  ICRA 2007»
14 years 4 months ago
Single-Query Motion Planning with Utility-Guided Random Trees
— Randomly expanding trees are very effective in exploring high-dimensional spaces. Consequently, they are a powerful algorithmic approach to sampling-based single-query motion p...
Brendan Burns, Oliver Brock
ICAS
2006
IEEE
136views Robotics» more  ICAS 2006»
14 years 4 months ago
Addressing the Signal Grounding Problem for Autonomic Systems
This paper is concerned with the problem of intrinsically assigning meaning to the signals responsible for autonomic responses in a system. Without an associated cognitive system,...
Martin Randles, A. Taleb-Bendiab, Philip Miseldine
ICRA
2003
IEEE
144views Robotics» more  ICRA 2003»
14 years 3 months ago
A vision-based haptic exploration
Real-world objects exhibit rich physical interaction behaviours on contact. Such behaviours depend on how heavy and hard it is when held, how its surface feels when touched, how i...
Hiromi T. Tanaka, Kiyotaka Kushihama, Naoki Ueda, ...
ICRA
2002
IEEE
136views Robotics» more  ICRA 2002»
14 years 3 months ago
Augmenting Inertial Navigation with Image-Based Motion Estimation
Numerous upcoming NASA misions need to land safely and precisely on planetary bodies. Accurate and robust state estimation during the descent phase is necessary. Towards this end,...
Stergios I. Roumeliotis, Andrew Edie Johnson, Jame...