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» Modular Learning Schemes for Visual Robot Control
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ICRA
2006
IEEE
124views Robotics» more  ICRA 2006»
15 years 10 months ago
Hybrid Vision-force Robot Control for Tasks on Unknown Smooth Surfaces
— This work considers a hybrid force and vision control system for robotic manipulators using a force sensor and a fixed uncalibrated camera. A method is proposed to combine dir...
Antonio C. Leite, Fernando C. Lizarralde, Liu Hsu
CONIELECOMP
2009
IEEE
15 years 11 months ago
Visual Servoing Controller for Robot Manipulators
Abstract— This paper presents a new control family of fixedcamera visual servoing for planar robot manipulators. The methodology is based-on energy shaping methodology in order ...
Jaime Cid, Fernando Reyes
149
Voted
IROS
2006
IEEE
190views Robotics» more  IROS 2006»
15 years 10 months ago
Q-RAN: A Constructive Reinforcement Learning Approach for Robot Behavior Learning
Abstract— This paper presents a learning system that uses Qlearning with a resource allocating network (RAN) for behavior learning in mobile robotics. The RAN is used as a functi...
Jun Li, Achim J. Lilienthal, Tomás Mart&iac...
142
Voted
ICRA
2009
IEEE
111views Robotics» more  ICRA 2009»
15 years 11 months ago
Model-based and model-free reinforcement learning for visual servoing
— To address the difficulty of designing a controller for complex visual-servoing tasks, two learning-based uncalibrated approaches are introduced. The first method starts by b...
Amir Massoud Farahmand, Azad Shademan, Martin J&au...
IROS
2009
IEEE
190views Robotics» more  IROS 2009»
15 years 11 months ago
3D pose and velocity visual tracking based on sequential region of interest acquisition
— This paper presents a high speed visual tracking method based on non simultaneous subimages acquisition. This method is formulated as a virtual visual servoing scheme. The sequ...
Redwan Dahmouche, Nicolas Andreff, Youcef Mezouar,...