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» Bounding Uncertainty in EKF-SLAM: the Robocentric Local Appr...
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JAIR
2008
130views more  JAIR 2008»
13 years 6 months ago
Online Planning Algorithms for POMDPs
Partially Observable Markov Decision Processes (POMDPs) provide a rich framework for sequential decision-making under uncertainty in stochastic domains. However, solving a POMDP i...
Stéphane Ross, Joelle Pineau, Sébast...
IJRR
2010
153views more  IJRR 2010»
13 years 3 months ago
Cooperative AUV Navigation using a Single Maneuvering Surface Craft
This paper describes the experimental implementation of an online algorithm for cooperative localization of submerged autonomous underwater vehicles (AUVs) supported by an autonom...
Maurice F. Fallon, Georgios Papadopoulos, John J. ...
NIPS
2001
13 years 7 months ago
KLD-Sampling: Adaptive Particle Filters
Over the last years, particle filters have been applied with great success to a variety of state estimation problems. We present a statistical approach to increasing the efficienc...
Dieter Fox
NSDI
2007
13 years 8 months ago
Octant: A Comprehensive Framework for the Geolocalization of Internet Hosts
Determining the physical location of Internet hosts is a critical enabler for many new location-aware services. In this paper, we present Octant, a novel, comprehensive framework ...
Bernard Wong, Ivan Stoyanov, Emin Gün Sirer
JMLR
2008
159views more  JMLR 2008»
13 years 6 months ago
Near-Optimal Sensor Placements in Gaussian Processes: Theory, Efficient Algorithms and Empirical Studies
When monitoring spatial phenomena, which can often be modeled as Gaussian processes (GPs), choosing sensor locations is a fundamental task. There are several common strategies to ...
Andreas Krause, Ajit Paul Singh, Carlos Guestrin