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» Transparent active learning for robots
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HRI
2010
ACM
13 years 10 months ago
Transparent active learning for robots
—This research aims to enable robots to learn from human teachers. Motivated by human social learning, we believe that a transparent learning process can help guide the human tea...
Crystal Chao, Maya Cakmak, Andrea Lockerd Thomaz
KI
2007
Springer
13 years 10 months ago
Training on the Job - Collecting Experience with Hierarchical Hybrid Automata
We propose a novel approach to experience collection for autonomous service robots performing complex activities. This approach enables robots to data for many learning problems at...
Alexandra Kirsch, Michael Beetz
RAS
2006
111views more  RAS 2006»
13 years 4 months ago
Robot learning through task identification
The operation of an autonomous mobile robot in a semi-structured environment is a complex, usually non-linear and partly unpredictable process. Lacking a theory of robot
Ulrich Nehmzow, Roberto Iglesias, Theocharis Kyria...
ECAI
1998
Springer
13 years 8 months ago
Transparent, Flexible, and Resource-adaptive Image Processing for Autonomous Service Robots
This paper describes SRIPPs, structured reactive image processing plans, that are tailored for the needs of autonomous service robots. SRIPPs are implemented on top of a modular, d...
Michael Beetz, Tom Arbuckle, Armin B. Cremers, M. ...
ROMAN
2007
IEEE
167views Robotics» more  ROMAN 2007»
13 years 10 months ago
Active Teaching in Robot Programming by Demonstration
— Robot Programming by Demonstration (RbD) covers methods by which a robot learns new skills through human guidance. In this work, we take the perspective that the role of the tea...
Sylvain Calinon, Aude Billard