Sciweavers

52 search results - page 3 / 11
» Image-Based Robot Navigation Under the Perspective Model
Sort
View
ICRA
2008
IEEE
173views Robotics» more  ICRA 2008»
14 years 2 months ago
Bayesian reinforcement learning in continuous POMDPs with application to robot navigation
— We consider the problem of optimal control in continuous and partially observable environments when the parameters of the model are not known exactly. Partially Observable Mark...
Stéphane Ross, Brahim Chaib-draa, Joelle Pi...
RSS
2007
176views Robotics» more  RSS 2007»
13 years 9 months ago
Active Policy Learning for Robot Planning and Exploration under Uncertainty
Abstract— This paper proposes a simulation-based active policy learning algorithm for finite-horizon, partially-observed sequential decision processes. The algorithm is tested i...
Ruben Martinez-Cantin, Nando de Freitas, Arnaud Do...
IJRR
2002
175views more  IJRR 2002»
13 years 7 months ago
Navigation Strategies for Exploring Indoor Environments
This paper investigates safe and efficient map-building strategies for a mobile robot with imperfect control and sensing. In the implementation, a robot equipped with a range sens...
Héctor H. González-Baños, Jea...
ICRA
2009
IEEE
139views Robotics» more  ICRA 2009»
14 years 2 months ago
Stereo vision and terrain modeling for quadruped robots
— Legged robots offer the potential to navigate highly challenging terrain, and there has recently been much progress in this area. However, a great deal of this recent work has ...
J. Zico Kolter, Youngjun Kim, Andrew Y. Ng
ICRA
2005
IEEE
115views Robotics» more  ICRA 2005»
14 years 1 months ago
An Interpolated Dynamic Navigation Function
— The E∗ algorithm is a path planning method capable of dynamic replanning and user-configurable path cost interpolation. It calculates a navigation function as a sampling of ...
Roland Philippsen, Roland Siegwart