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» Learning Landmarks for Robot Localization
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JIRS
2006
128views more  JIRS 2006»
14 years 9 months ago
A Modified Particle Filter for Simultaneous Localization and Mapping
The implementation of a particle filter (PF) for vision-based bearing-only simultaneous localization and mapping (SLAM) of a mobile robot in an unstructured indoor environment is p...
N. M. Kwok, A. B. Rad
ICRA
2007
IEEE
159views Robotics» more  ICRA 2007»
15 years 4 months ago
Planning with Uncertainty in Position Using High-Resolution Maps
— We present a novel approach to mobile robot navigation that enables navigation in outdoor environments without GPS. The approach uses a path planner that calculates optimal pat...
Juan Pablo Gonzalez, Anthony Stentz
53
Voted
ICRA
2007
IEEE
116views Robotics» more  ICRA 2007»
15 years 4 months ago
Faster Motion Planning Using Learned Local Viability Models
Maciej Kalisiak, Michiel van de Panne
ICRA
2006
IEEE
115views Robotics» more  ICRA 2006»
15 years 3 months ago
Mapping Large Scale Environments using Relative Position Information among Landmarks
— The main contribution of this paper is a new SLAM algorithm for the mapping of large scale environments by combining local maps. The local maps can be generated by traditional ...
Shoudong Huang, Zhan Wang, Gamini Dissanayake
78
Voted
KBS
2006
105views more  KBS 2006»
14 years 9 months ago
Robot docking based on omnidirectional vision and reinforcement learning
We present a system for visual robotic docking using an omnidirectional camera coupled with the actor critic reinforcement learning algorithm. The system enables a PeopleBot robot...
David Muse, Cornelius Weber, Stefan Wermter