Sciweavers

2 search results - page 1 / 1
» Coping with imbalanced training data for improved terrain pr...
Sort
View
ICRA
2010
IEEE
158views Robotics» more  ICRA 2010»
13 years 3 months ago
Coping with imbalanced training data for improved terrain prediction in autonomous outdoor robot navigation
Abstract— Autonomous robot navigation in unstructured outdoor environments is a challenging and largely unsolved area of active research. The navigation task requires identifying...
Michael J. Procopio, Jane Mulligan, Gregory Z. Gru...
JFR
2006
140views more  JFR 2006»
13 years 4 months ago
Improving robot navigation through self-supervised online learning
In mobile robotics, there are often features that, while potentially powerful for improving navigation, prove difficult to profit from as they generalize poorly to novel situations...
Boris Sofman, Ellie Lin, J. Andrew Bagnell, John C...