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» Autonomic machine control: a case study
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HYBRID
2005
Springer
14 years 1 months ago
Observability of Switched Linear Systems in Continuous Time
Abstract. We study continuous-time switched linear systems with unobserved and exogenous mode signals. We analyze the observability of the initial state and initial mode under arbi...
Mohamed Babaali, George J. Pappas
IROS
2009
IEEE
170views Robotics» more  IROS 2009»
14 years 2 months ago
A programming architecture for smart autonomous underwater vehicles
— Autonomous underwater vehicles (AUVs) are an indispensable tool for marine scientists to study the world’s oceans. The Slocum glider is a buoyancy driven AUV designed for mis...
Hans C. Woithe, Ulrich Kremer
ML
2002
ACM
146views Machine Learning» more  ML 2002»
13 years 7 months ago
Variable Resolution Discretization in Optimal Control
Abstract. The problemof state abstractionis of centralimportancein optimalcontrol,reinforcement learning and Markov decision processes. This paper studies the case of variable reso...
Rémi Munos, Andrew W. Moore
CSE
2009
IEEE
14 years 2 months ago
A Design Methodology for Self-Management in Distributed Environments
—Autonomic computing is a paradigm that aims at reducing administrative overhead by providing autonomic managers to make applications self-managing. In order to better deal with ...
Ahmad Al-Shishtawy, Vladimir Vlassov, Per Brand, S...
CDC
2010
IEEE
196views Control Systems» more  CDC 2010»
13 years 2 months ago
Convergence and convergence rate of stochastic gradient search in the case of multiple and non-isolated extrema
The asymptotic behavior of stochastic gradient algorithms is studied. Relying on some results of differential geometry (Lojasiewicz gradient inequality), the almost sure pointconve...
Vladislav B. Tadic