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ICML
1997
IEEE
14 years 5 months ago
Robot Learning From Demonstration
The goal of robot learning from demonstration is to have a robot learn from watching a demonstration of the task to be performed. In our approach to learning from demonstration th...
Christopher G. Atkeson, Stefan Schaal
ICRA
2009
IEEE
179views Robotics» more  ICRA 2009»
13 years 11 months ago
Automatic weight learning for multiple data sources when learning from demonstration
— Traditional approaches to programming robots are generally inaccessible to non-robotics-experts. A promising exception is the Learning from Demonstration paradigm. Here a polic...
Brenna Argall, Brett Browning, Manuela M. Veloso
ICRA
2009
IEEE
161views Robotics» more  ICRA 2009»
13 years 11 months ago
Learning and generalization of motor skills by learning from demonstration
— We provide a general approach for learning robotic motor skills from human demonstration. To represent an observed movement, a non-linear differential equation is learned such ...
Peter Pastor, Heiko Hoffmann, Tamim Asfour, Stefan...
RAS
2006
94views more  RAS 2006»
13 years 4 months ago
Using perspective taking to learn from ambiguous demonstrations
This paper addresses an important issue in learning from demonstrations that are provided by "na
Cynthia Breazeal, Matt Berlin, Andrew G. Brooks, J...
IROS
2008
IEEE
203views Robotics» more  IROS 2008»
13 years 11 months ago
Learning equivalent action choices from demonstration
Abstract— In their interactions with the world robots inevitably face equivalent action choices, situations in which multiple actions are equivalently applicable. In this paper, ...
Sonia Chernova, Manuela M. Veloso