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ICRA
2010
IEEE
143views Robotics» more  ICRA 2010»
15 years 5 months ago
Apprenticeship learning via soft local homomorphisms
Abstract— We consider the problem of apprenticeship learning when the expert’s demonstration covers only a small part of a large state space. Inverse Reinforcement Learning (IR...
Abdeslam Boularias, Brahim Chaib-draa
ICRA
2010
IEEE
109views Robotics» more  ICRA 2010»
15 years 5 months ago
Simultaneous object class and pose estimation for mobile robotic applications with minimalistic recognition
Abstract— In this paper we address the problem of simultaneous object class and pose estimation using nothing more than object class label measurements from a generic object clas...
Alper Aydemir, Adrian N. Bishop, Patric Jensfelt
ICRA
2010
IEEE
157views Robotics» more  ICRA 2010»
15 years 5 months ago
Sampling-Based Motion and Symbolic Action Planning with geometric and differential constraints
Abstract— To compute collision-free and dynamicallyfeasibile trajectories that satisfy high-level specifications given in a planning-domain definition language, this paper prop...
Erion Plaku, Gregory D. Hager
ICRA
2010
IEEE
118views Robotics» more  ICRA 2010»
15 years 5 months ago
Autonomous door opening and plugging in with a personal robot
Abstract— We describe an autonomous robotic system capable of navigating through an office environment, opening doors along the way, and plugging itself into electrical outlets ...
Wim Meeussen, Melonee Wise, Stuart Glaser, Sachin ...
ICRA
2010
IEEE
148views Robotics» more  ICRA 2010»
15 years 5 months ago
Geodesic trajectory generation on learnt skill manifolds
Abstract— Humanoid robots are appealing due to their inherent dexterity. However, these potential benefits may only be realized if the corresponding motion synthesis procedure i...
Ioannis Havoutis, Subramanian Ramamoorthy
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