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» A Human-Aware Robot Task Planner
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JETAI
2002
69views more  JETAI 2002»
13 years 6 months ago
The interaction of representations and planning objectives for decision-theoretic planning tasks
We study decision-theoretic planning or reinforcement learning in the presence of traps such as steep slopes for outdoor robots or staircases for indoor robots. In this case, achi...
Sven Koenig, Yaxin Liu
IROS
2009
IEEE
212views Robotics» more  IROS 2009»
14 years 1 months ago
Addressing pose uncertainty in manipulation planning using Task Space Regions
—We present an efficient approach to generating paths for a robotic manipulator that are collision-free and guaranteed to meet task specifications despite pose uncertainty. We ...
Dmitry Berenson, Siddhartha S. Srinivasa, James J....
ICML
1997
IEEE
14 years 7 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
2006
IEEE
78views Robotics» more  ICRA 2006»
14 years 19 days ago
The Task Matrix: an Extensible Framework for Creating Versatile Humanoid Robots
— The successful acquisition and organization of a large number of skills for humanoid robots can be facilitated with a collection of performable tasks organized in a task matrix...
Evan Drumwright, Victor Ng-Thow-Hing
IROS
2007
IEEE
146views Robotics» more  IROS 2007»
14 years 27 days ago
Capturing robot workspace structure: representing robot capabilities
— Humans have at some point learned an abstraction of the capabilities of their arms. By just looking at the scene they can decide which places or objects they can easily reach a...
Franziska Zacharias, Christoph Borst, Gerd Hirzing...