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IROS
2008
IEEE
165views Robotics» more  IROS 2008»
14 years 6 days ago
Probabilistic navigation in dynamic environment using Rapidly-exploring Random Trees and Gaussian processes
— The paper describes a navigation algorithm for dynamic, uncertain environment. Moving obstacles are supposed to move on typical patterns which are pre-learned and are represent...
Chiara Fulgenzi, Christopher Tay, Anne Spalanzani,...
ICRA
1998
IEEE
111views Robotics» more  ICRA 1998»
13 years 10 months ago
Probabilistic Mapping of an Environment by a Mobile Robot
This paper addresses the problem of building large-scale maps of indoor environments with mobile robots. It proposes a statisticalapproach that phrases the map buildingproblem as ...
Sebastian Thrun, Dieter Fox, Wolfram Burgard
ICRA
2007
IEEE
165views Robotics» more  ICRA 2007»
14 years 3 days ago
Probabilistic Appearance Based Navigation and Loop Closing
— This paper describes a probabilistic framework for navigation using only appearance data. By learning a generative model of appearance, we can compute not only the similarity o...
Mark Cummins, Paul M. Newman
ICRA
2010
IEEE
127views Robotics» more  ICRA 2010»
13 years 4 months ago
Probabilistically complete planning with end-effector pose constraints
Abstract— We present a proof for the probabilistic completeness of RRT-based algorithms when planning with constraints on end-effector pose. Pose constraints can induce lowerdime...
Dmitry Berenson, Siddhartha S. Srinivasa
ICRA
2005
IEEE
102views Robotics» more  ICRA 2005»
13 years 11 months ago
SLAM using Incremental Probabilistic PCA and Dimensionality Reduction
— The recent progress in robot mapping (or SLAM) algorithms has focused on estimating either point features (such as landmarks) or grid-based representations. Both of these repre...
Emma Brunskill, Nicholas Roy