2711 search results - page 46 / 543 » Convergence of the Wake-Sleep Algorithm |
131
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NIPS
2007
15 years 3 months ago
2007
We present a novel message passing algorithm for approximating the MAP problem in graphical models. The algorithm is similar in structure to max-product but unlike max-product it ...
AAIM
2007
Springer
15 years 5 months ago
2007
Springer
APPROX
2006
Springer
15 years 5 months ago
2006
Springer
115
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NIPS
1998
15 years 2 months ago
1998
In this paper, we address two issues of long-standing interest in the reinforcement learning literature. First, what kinds of performance guarantees can be made for Q-learning aft...
117
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ICML
1995
IEEE
16 years 2 months ago
1995
IEEE
A number of reinforcement learning algorithms have been developed that are guaranteed to converge to the optimal solution when used with lookup tables. It is shown, however, that ...