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ICRA
2010
IEEE
148views Robotics» more  ICRA 2010»
14 years 11 months ago
Body schema acquisition through active learning
— We present an active learning algorithm for the problem of body schema learning, i.e. estimating a kinematic model of a serial robot. The learning process is done online using ...
Ruben Martinez-Cantin, Manuel Lopes, Luis Montesan...
ICRA
2000
IEEE
236views Robotics» more  ICRA 2000»
15 years 5 months ago
A General Learning Approach to Multisensor Based Control using Statistic Indices
We propose a concept for integrating multiple sensors in real-time robot control. To increase the controller robustness under diverse uncertainties, the robot systematically gener...
Yorck von Collani, Markus Ferch, Jianwei Zhang, Al...
AAAI
2006
15 years 2 months ago
Multi-Resolution Learning for Knowledge Transfer
Related objects may look similar at low-resolutions; differences begin to emerge naturally as the resolution is increased. By learning across multiple resolutions of input, knowle...
Eric Eaton
ICRA
2008
IEEE
129views Robotics» more  ICRA 2008»
15 years 7 months ago
Compliant manipulation for peg-in-hole: Is passive compliance a key to learn contact motion?
— We examine the usefulness of passive compliance in a manipulator that learns contact motion. Based on the notice that humans outperforms robots with the contact motion, we foll...
Seung-kook Yun
ICRA
2006
IEEE
95views Robotics» more  ICRA 2006»
15 years 7 months ago
Fun with Robots: a Student-taught Undergraduate Robotics Course
– We present a lab-based, student-taught robotics course at Carnegie Mellon University entitled Fun With Robots. The course does not require background knowledge of robotics, and...
Steven V. Shamlian, Katherine Killfoile, Ryan Kell...