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» Topological robotics: motion planning in projective spaces
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ICRA
2009
IEEE
176views Robotics» more  ICRA 2009»
15 years 4 months ago
Path planning in 1000+ dimensions using a task-space Voronoi bias
— The reduction of the kinematics and/or dynamics of a high-DOF robotic manipulator to a low-dimension “task space” has proven to be an invaluable tool for designing feedback...
Alexander C. Shkolnik, Russ Tedrake
ICRA
2000
IEEE
117views Robotics» more  ICRA 2000»
15 years 2 months ago
Kinodynamic Motion Planning Amidst Moving Obstacles
This paper presents a randomized motion planner for kinodynamic asteroidavoidanceproblems, in which a robot must avoid collision with moving obstacles under kinematic, dynamic con...
Robert Kindel, David Hsu, Jean-Claude Latombe, Ste...

Publication
273views
14 years 4 months ago
Monte Carlo Value Iteration for Continuous-State POMDPs
Partially observable Markov decision processes (POMDPs) have been successfully applied to various robot motion planning tasks under uncertainty. However, most existing POMDP algo...
Haoyu Bai, David Hsu, Wee Sun Lee, and Vien A. Ngo
74
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AIPS
2010
14 years 12 months ago
Combined Task and Motion Planning for Mobile Manipulation
We present a hierarchical planning system and its application to robotic manipulation. The novel features of the system are: 1) it finds high-quality kinematic solutions to task-l...
Jason Wolfe, Bhaskara Marthi, Stuart J. Russell
ICRA
2005
IEEE
106views Robotics» more  ICRA 2005»
15 years 3 months ago
Towards Topological Exploration of Abandoned Mines
— The need for reliable maps of subterranean spaces too hazardous for humans to occupy has motivated the use of robotic technology as mapping tools. As such, we present a systemi...
Aaron Morris, David Silver, David I. Ferguson, Sco...