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» Robust weighted LAD regression
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NECO
1998
168views more  NECO 1998»
13 years 5 months ago
Constructive Incremental Learning from Only Local Information
We introduce a constructive, incremental learning system for regression problems that models data by means of spatially localized linear models. In contrast to other approaches, t...
Stefan Schaal, Christopher G. Atkeson
ICANN
2010
Springer
13 years 3 months ago
Autonomous Generation of Internal Representations for Associative Learning
In this contribution, we explore the possibilities of learning in large-scale, multimodal processing systems operating under real-world conditions. Using an instance of a large-sca...
Michaël Garcia Ortiz, Benjamin Dittes, Jannik...
ICRA
2002
IEEE
141views Robotics» more  ICRA 2002»
13 years 10 months ago
Movement Imitation with Nonlinear Dynamical Systems in Humanoid Robots
This article presents a new approach to movement planning, on-line trajectory modiļ¬cation, and imitation learning by representing movement plans based on a set of nonlinear diļ¬...
Auke Jan Ijspeert, Jun Nakanishi, Stefan Schaal
ECRA
2007
141views more  ECRA 2007»
13 years 5 months ago
A growth theory perspective on B2C e-commerce growth in Europe: An exploratory study
Information and communication technologies (ICTs) continue to have a profound eļ¬€ect on the economies and societies where they are used. In this article, we propose three related...
Shuchun Ho, Robert J. Kauffman, Ting-Peng Liang