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» Learning by demonstration with critique from a human teacher
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KCAP
2009
ACM
15 years 6 months ago
Interactively shaping agents via human reinforcement: the TAMER framework
As computational learning agents move into domains that incur real costs (e.g., autonomous driving or financial investment), it will be necessary to learn good policies without n...
W. Bradley Knox, Peter Stone
ICRA
2009
IEEE
161views Robotics» more  ICRA 2009»
15 years 6 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»
14 years 11 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...
ICML
1997
IEEE
16 years 16 days 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
ATAL
2009
Springer
15 years 6 months ago
MABLE: a framework for learning from natural instruction
The Modular Architecture for Bootstrapped Learning Experiments (MABLE) is a system that is being developed to allow humans to teach computers in the most natural manner possible: ...
Roger Mailler, Daniel Bryce, Jiaying Shen, Ciaran ...