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ICRA
2010
IEEE
148views Robotics» more  ICRA 2010»
13 years 7 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»
14 years 1 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
13 years 10 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»
14 years 3 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»
14 years 2 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...