17543 search results - page 109 / 3509 » Stochastic Optimization Algorithms |
184
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JMLR
2010
15 years 1 months ago
2010
We consider regularized stochastic learning and online optimization problems, where the objective function is the sum of two convex terms: one is the loss function of the learning...
160
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SIAMCO
2010
15 years 1 months ago
2010
We study a class of Markovian optimal stochastic control problems in which the controlled process Z is constrained to satisfy an a.s. constraint Z (T) G Rd+1 P - a.s. at some fi...
147
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CDC
2010
IEEE
15 years 1 months ago
2010
IEEE
Abstract-- Recent results in networked control systems indicate substantial benefits of event-based control compared to conventional designs. This paper identifies structural prope...
171
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CDC
2008
IEEE
16 years 24 days ago
2008
IEEE
— We present a decentralized, communication-less approach to the dynamic allocation of a swarm of homogeneous robots to a target distribution among multiple sites. Building on ou...
153
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CDC
2009
IEEE
15 years 9 months ago
2009
IEEE
— This paper presents the optimal joint filtering and parameter identification problem for uncertain linear stochastic systems with unknown parameters in both state and observa...