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COLT
2006
Springer
15 years 1 months ago
Mercer's Theorem, Feature Maps, and Smoothing
We study Mercer's theorem and feature maps for several positive definite kernels that are widely used in practice. The smoothing properties of these kernels will also be explo...
Ha Quang Minh, Partha Niyogi, Yuan Yao
IROS
2008
IEEE
167views Robotics» more  IROS 2008»
15 years 3 months ago
Multi-robot complete exploration using hill climbing and topological recovery
— This article addresses the problem of autonomous map building and exploration of an unknown environment with mobile robots. The proposed method assumes that mobile robots use o...
Rui Rocha, João Filipe Ferreira, Jorge Dias
ICRA
1993
IEEE
131views Robotics» more  ICRA 1993»
15 years 1 months ago
Exploration Strategies for Mobile Robots
The problem of programming a robot t o carry out a systematic exploration of its environment using realistic sensors is considered in this paper. The robot is modelled as a single...
Camillo J. Taylor, David J. Kriegman
AROBOTS
2002
91views more  AROBOTS 2002»
14 years 9 months ago
Fast, On-Line Learning of Globally Consistent Maps
To navigate in unknown environments, mobile robots require the ability to build their own maps. A major problem for robot map building is that odometry-based dead reckoning cannot ...
Tom Duckett, Stephen Marsland, Jonathan Shapiro
ICRA
2003
IEEE
141views Robotics» more  ICRA 2003»
15 years 2 months ago
Outdoor exploration and SLAM using a compressed filter
Abstract— In this paper we describe the use of automatic exploration for autonomous mapping of outdoor scenes. We describe a real-time SLAM implementation along with an autonomou...
John Folkesson, Henrik I. Christensen