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DAGM
2007
Springer
15 years 3 months ago
Efficient Learning of Neural Networks with Evolutionary Algorithms
Abstract. In this article we present EANT2, a method that creates neural networks (NNs) by evolutionary reinforcement learning. The structure of NNs is developed using mutation ope...
Nils T. Siebel, Jochen Krause, Gerald Sommer
IPCAI
2010
15 years 3 months ago
Ultrasound Servoing of Catheters for Beating Heart Valve Repair
Robotic cardiac catheters have the potential to revolutionize heart surgery by extending minimally invasive techniques to complex surgical repairs inside the heart. However, cathet...
Samuel B. Kesner, Shelten G. Yuen, Robert D. Howe
ICPR
2006
IEEE
16 years 24 days ago
Initialization and System Modeling in 3-D Pose Tracking
Initialization and choice of adequate motion models are two important but seldom discussed problems in 3D modelbased pose (position and orientation) tracking. In this paper, we pr...
Danica Kragic, Ville Kyrki
IJRR
2010
130views more  IJRR 2010»
14 years 10 months ago
CAD Model-based Tracking and 3D Visual-based Control for MEMS Microassembly
This paper investigates sequential robotic microassembly for the construction of 3D micro-electro-mechanical systems (MEMS) structures using a 3D visual servoing approach. The pre...
Brahim Tamadazte, Éric Marchand, Sounkalo D...
ICRA
2003
IEEE
91views Robotics» more  ICRA 2003»
15 years 5 months ago
Visual registration and navigation using planar features
— This paper addresses the problem of registering the hexapedal robot, RHex, relative to a known set of beacons, by real-time visual servoing. A suitably constructed navigation f...
Gabriel A. D. Lopes, Daniel E. Koditschek