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» Motion Planning with Uncertainty
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IROS
2008
IEEE
111views Robotics» more  IROS 2008»
14 years 3 months ago
Mapping and planning under uncertainty in mobile robots with long-range perception
— Recent advances in self-supervised learning have enabled very long-range visual detection of obstacles and pathways (to 100 hundred meters or more). Unfortunately, the category...
Pierre Sermanet, Raia Hadsell, Marco Scoffier, Urs...
ICRA
2010
IEEE
136views Robotics» more  ICRA 2010»
13 years 6 months ago
Efficient planning under uncertainty for a target-tracking micro-aerial vehicle
A helicopter agent has to plan trajectories to track multiple ground targets from the air. The agent has partial information of each target's pose, and must reason about its u...
Ruijie He, Abraham Bachrach, Nicholas Roy
IROS
2009
IEEE
212views Robotics» more  IROS 2009»
14 years 3 months ago
Addressing pose uncertainty in manipulation planning using Task Space Regions
—We present an efficient approach to generating paths for a robotic manipulator that are collision-free and guaranteed to meet task specifications despite pose uncertainty. We ...
Dmitry Berenson, Siddhartha S. Srinivasa, James J....
ATAL
2006
Springer
14 years 10 days ago
Decentralized planning under uncertainty for teams of communicating agents
Decentralized partially observable Markov decision processes (DEC-POMDPs) form a general framework for planning for groups of cooperating agents that inhabit a stochastic and part...
Matthijs T. J. Spaan, Geoffrey J. Gordon, Nikos A....
FSR
2003
Springer
94views Robotics» more  FSR 2003»
14 years 1 months ago
Planning under Uncertainty for Reliable Health Care Robotics
We describe a mobile robot system, designed to assist residents of an retirement facility. This system is being developed to respond to an aging population and a predicted shortage...
Nicholas Roy, Geoffrey J. Gordon, Sebastian Thrun