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» Image-Based Robot Navigation Under the Perspective Model
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ICRA
2008
IEEE
173views Robotics» more  ICRA 2008»
13 years 11 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 6 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 5 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»
13 years 12 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»
13 years 11 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