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123
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IROS
2009
IEEE
206views Robotics» more  IROS 2009»
15 years 7 months ago
Bayesian reinforcement learning in continuous POMDPs with gaussian processes
— Partially Observable Markov Decision Processes (POMDPs) provide a rich mathematical model to handle realworld sequential decision processes but require a known model to be solv...
Patrick Dallaire, Camille Besse, Stéphane R...
88
Voted
IROS
2009
IEEE
147views Robotics» more  IROS 2009»
15 years 7 months ago
A multi-hypothesis topological SLAM approach for loop closing on edge-ordered graphs
— We present a method for topological SLAM that specifically targets loop closing for edge-ordered graphs. Instead of using a heuristic approach to accept or reject loop closing...
Stephen Tully, George Kantor, Howie Choset, Felix ...
127
Voted
IROS
2009
IEEE
232views Robotics» more  IROS 2009»
15 years 7 months ago
Combining Cartesian and polar coordinates in IBVS
Abstract— Image-based visual servo (IBVS) is a simple, efficient and robust technique for vision-based control. Although technically a local method in practice it demonstrates a...
Peter I. Corke, Fabien Spindler, François C...
94
Voted
ICRA
2008
IEEE
133views Robotics» more  ICRA 2008»
15 years 7 months ago
Object separation using active methods and multi-view representations
— Daily life objects reveal natural similarities, which cannot be resolved with the perception of a single view. In this paper, we present an approach for object separation using...
Kai Welke, Tamim Asfour, Rüdiger Dillmann
112
Voted
ICRA
2008
IEEE
166views Robotics» more  ICRA 2008»
15 years 7 months ago
Vision-based docking using an autonomous surface vehicle
This paper describes the development and experimental evaluation of a novel vision-based Autonomous Surface Vehicle with the purpose of performing coordinated docking manoeuvres w...
Matthew Dunbabin, Brenton Lang, Brett Wood