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ICRA
2010
IEEE
137views Robotics» more  ICRA 2010»
15 years 5 months ago
Robot reinforcement learning using EEG-based reward signals
Abstract— Reinforcement learning algorithms have been successfully applied in robotics to learn how to solve tasks based on reward signals obtained during task execution. These r...
Iñaki Iturrate, Luis Montesano, Javier Ming...
ICRA
2010
IEEE
140views Robotics» more  ICRA 2010»
15 years 5 months ago
Hierarchical planning architectures for mobile manipulation tasks in indoor environments
Abstract— This paper describes a hierarchical planner deployed on a mobile manipulation system. The main idea is a two-level hierarchy combining a global planner which provides r...
Ross A. Knepper, Siddhartha S. Srinivasa, Matthew ...
ICRA
2010
IEEE
134views Robotics» more  ICRA 2010»
15 years 5 months ago
Understanding and executing instructions for everyday manipulation tasks from the World Wide Web
Service robots will have to accomplish more and more complex, open-ended tasks and regularly acquire new skills. In this work, we propose a new approach to generating plans for su...
Moritz Tenorth, Daniel Nyga, Michael Beetz
ICRA
2010
IEEE
98views Robotics» more  ICRA 2010»
15 years 5 months ago
A segmentation guided label propagation scheme for autonomous navigation
Abstract— Navigating through unknown outdoor environments requires a robot to be able to see and model the far field terrain. In recent years this problem of seeing beyond relia...
Soumya Ghosh, Jane Mulligan
ICRA
2010
IEEE
138views Robotics» more  ICRA 2010»
15 years 5 months ago
Planning for autonomous door opening with a mobile manipulator
Abstract— Computing a motion that enables a mobile manipulator to open a door is challenging because it requires tight coordination between the motions of the arm and the base. H...
Sachin Chitta, Benjamin J. Cohen, Maxim Likhachev
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