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SMC
2007
IEEE
116views Control Systems» more  SMC 2007»
13 years 11 months ago
Decision-making under severe uncertainty for autonomous mobile robots
— The field of robotics is on a growth curve, with most of the growth expected in the areas of personal and service robots. As robots become more prevalent in chaotic home and in...
Daniel Berleant, Gary T. Anderson
RAS
2006
138views more  RAS 2006»
13 years 4 months ago
From pixels to multi-robot decision-making: A study in uncertainty
Mobile robots must cope with uncertainty from many sources along the path from interpreting raw sensor inputs to behavior selection to execution of the resulting primitive actions...
Peter Stone, Mohan Sridharan, Daniel Stronger, Gre...
IJRR
2011
218views more  IJRR 2011»
12 years 11 months ago
Motion planning under uncertainty for robotic tasks with long time horizons
Abstract Partially observable Markov decision processes (POMDPs) are a principled mathematical framework for planning under uncertainty, a crucial capability for reliable operation...
Hanna Kurniawati, Yanzhu Du, David Hsu, Wee Sun Le...
AUTOMATICA
2011
12 years 11 months ago
A frequentist approach to mapping under uncertainty
An asynchronous stochastic approximation based (Frequentist) approach is proposed for mapping using noisy mobile sensors under two different scenarios: 1) perfectly known sensor ...
Suman Chakravorty, R. Saha
ICRA
1993
IEEE
152views Robotics» more  ICRA 1993»
13 years 8 months ago
The USC Autonomous Flying Vehicle: An Experiment in Real Time Behavior-Based Control
A control system architecture is described for an autonomous flying vehicle. The vehicle, equipped with fourteen sensors, uses a model helicopter as an airframe. The control syste...
M. Anthony Lewis, Andrew H. Fagg, George A. Bekey