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» Robust Probabilistic Inference in Distributed Systems
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ICRA
2010
IEEE
170views Robotics» more  ICRA 2010»
13 years 3 months ago
Robust vehicle localization in urban environments using probabilistic maps
— Autonomous vehicle navigation in dynamic urban environments requires localization accuracy exceeding that available from GPS-based inertial guidance systems. We have shown prev...
Jesse Levinson, Sebastian Thrun
WOWMOM
2005
ACM
81views Multimedia» more  WOWMOM 2005»
13 years 10 months ago
Robust Distributed Systems Achieving Self-Management through Inference
— Self-management has often been proposed as a means to reduce the growing complexity of administration in distributed systems. We argue that this can be achieved through aggress...
Willem de Bruijn, Herbert Bos, Henri E. Bal
ICRA
2007
IEEE
129views Robotics» more  ICRA 2007»
13 years 11 months ago
Robust Distributed Coverage using a Swarm of Miniature Robots
Abstract— For the multi-robot coverage problem deterministic deliberative as well as probabilistic approaches have been proposed. Whereas deterministic approaches usually provide...
Nikolaus Correll, Alcherio Martinoli
IAT
2009
IEEE
13 years 8 months ago
Efficient Distributed Bayesian Reasoning via Targeted Instantiation of Variables
Abstract--This paper is focusing on exact Bayesian reasoning in systems of agents, which represent weakly coupled processing modules supporting collaborative inference through mess...
Patrick de Oude, Gregor Pavlin
UAI
1997
13 years 5 months ago
Robustness Analysis of Bayesian Networks with Local Convex Sets of Distributions
Robust Bayesian inference is the calculation of posterior probability bounds given perturbations in a probabilistic model. This paper focuses on perturbations that can be expresse...
Fabio Gagliardi Cozman