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JMLR
2012
11 years 11 months ago
Bayesian Comparison of Machine Learning Algorithms on Single and Multiple Datasets
We propose a new method for comparing learning algorithms on multiple tasks which is based on a novel non-parametric test that we call the Poisson binomial test. The key aspect of...
Alexandre Lacoste, François Laviolette, Mar...
IROS
2009
IEEE
127views Robotics» more  IROS 2009»
14 years 3 months ago
Expressive facial speech synthesis on a robotic platform
— This paper presents our expressive facial speech synthesis system Eface, for a social or service robot. Eface aims at enabling a robot to deliver information clearly with empat...
Xingyan Li, Bruce MacDonald, Catherine I. Watson
CORR
2002
Springer
113views Education» more  CORR 2002»
13 years 8 months ago
Robust Global Localization Using Clustered Particle Filtering
Global mobile robot localization is the problem of determining a robot's pose in an environment, using sensor data, when the starting position is unknown. A family of probabi...
Javier Nicolás Sánchez, Adam Milstei...
AR
2007
99views more  AR 2007»
13 years 9 months 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...
ICRA
2008
IEEE
145views Robotics» more  ICRA 2008»
14 years 3 months ago
Acquiring change models for sensor-based robot manipulation
—The aim of this paper is to enable a programmer to easily employ external sensors for flexible robot manipulation. We describe a general approach to determine the relation betwe...
Jan Deiterding, Dominik Henrich