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» Learning Landmarks for Robot Localization
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IROS
2008
IEEE
142views Robotics» more  IROS 2008»
15 years 4 months ago
Apprenticeship learning for motion planning with application to parking lot navigation
— Motion and path-planning algorithms often use complex cost functions for both global navigation and local smoothing of trajectories. Obtaining good results typically requires c...
Pieter Abbeel, Dmitri Dolgov, Andrew Y. Ng, Sebast...
CLEF
2010
Springer
14 years 11 months ago
Visual Localization Using Global Visual Features and Vanishing Points
Abstract. This paper describes a visual localization approach for mobile robots. Robot localization is performed as location recognition. The approach uses global visual features (...
Olivier Saurer, Friedrich Fraundorfer, Marc Pollef...
ICRA
2000
IEEE
111views Robotics» more  ICRA 2000»
15 years 2 months ago
Learning Globally Consistent Maps by Relaxation
Mobile robots require the ability to build their own maps to operate in unknown environments. A fundamental problem is that odometry-based dead reckoning cannot be used to assign ...
Tom Duckett, Stephen Marsland, Jonathan Shapiro
ICRA
2009
IEEE
111views Robotics» more  ICRA 2009»
15 years 4 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...
BLISS
2008
IEEE
15 years 4 months ago
The Cow Gait Recognition Using CHLAC
This paper reports the preliminary experiments on the cow identification via gait recognition of motion images. The eight cows walking under two different situations have been pr...
Shu Mimura, Keichi Itoh, Takumi Kobayashi, Tomohir...