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IROS
2008
IEEE
165views Robotics» more  IROS 2008»
15 years 3 months 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»
15 years 1 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
76
Voted
ICRA
2007
IEEE
165views Robotics» more  ICRA 2007»
15 years 3 months 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»
14 years 8 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»
15 years 3 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