Sciweavers

139 search results - page 14 / 28
» A Bayesian approach to empirical local linearization for rob...
Sort
View
IROS
2007
IEEE
119views Robotics» more  IROS 2007»
16 years 10 days ago
Self-localization of a heterogeneous multi-robot team in constrained 3D space
Abstract— This paper presents a new approach to the intralocalization among a team of robots working in constrained 3D space of urban environments. As the base formation, a team ...
Yi Feng 0002, Zhigang Zhu, Jizhong Xiao
ICRA
2009
IEEE
111views Robotics» more  ICRA 2009»
16 years 21 days ago
Model-based and model-free reinforcement learning for visual servoing
— To address the difficulty of designing a controller for complex visual-servoing tasks, two learning-based uncalibrated approaches are introduced. The first method starts by b...
Amir Massoud Farahmand, Azad Shademan, Martin J&au...
CSDA
2007
126views more  CSDA 2007»
15 years 6 months ago
A consistent nonparametric Bayesian procedure for estimating autoregressive conditional densities
This article proposes a Bayesian infinite mixture model for the estimation of the conditional density of an ergodic time series. A nonparametric prior on the conditional density ...
Yongqiang Tang, Subhashis Ghosal
JMLR
2010
144views more  JMLR 2010»
15 years 25 days ago
Practical Approaches to Principal Component Analysis in the Presence of Missing Values
Principal component analysis (PCA) is a classical data analysis technique that finds linear transformations of data that retain the maximal amount of variance. We study a case whe...
Alexander Ilin, Tapani Raiko
ICRA
2007
IEEE
165views Robotics» more  ICRA 2007»
16 years 11 days ago
Probabilistic Appearance Based Navigation and Loop Closing
— This paper describes a probabilistic framework for navigation using only appearance data. By learning a generative model of appearance, we can compute not only the similarity o...
Mark Cummins, Paul M. Newman