221 search results - page 10 / 45 » A Linear Decision-Based Approximation Approach to Stochastic... |
123
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AMAST
2008
Springer
15 years 5 months ago
2008
Springer
Abstract. We present a static analysis technique for modeling and approximating the long-run resource usage of programs. The approach is based on a quantitative semantic framework ...
130
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CDC
2010
IEEE
14 years 10 months ago
2010
IEEE
Abstract-- We consider reinforcement learning, and in particular, the Q-learning algorithm in large state and action spaces. In order to cope with the size of the spaces, a functio...
117
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SIAMCO
2002
15 years 3 months ago
2002
There is a large literature on the rate of convergence problem for general unconstrained stochastic approximations. Typically, one centers the iterate n about the limit point then...
113
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IOR
2008
15 years 3 months ago
2008
In 1958, Wagner and Whitin published a seminal paper on the deterministic uncapacitated lot-sizing problem, a fundamental model that is embedded in many practical production plann...
158
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AUTOMATICA
2011
14 years 10 months ago
2011
An asynchronous stochastic approximation based (Frequentist) approach is proposed for mapping using noisy mobile sensors under two different scenarios: 1) perfectly known sensor ...