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SCAI
1997
14 years 11 months ago
1997
The class of well-behaved evaluation functions simplifies and makes efficient the handling of numerical attributes; for them it suffices to concentrate on the boundary points in...
WCE
2007
14 years 11 months ago
2007
— When problems are present in production, equipment or the process which are critical for organizations, many management personnel and experts have to meet to propose a solution...
ATAL
2010
Springer
14 years 11 months ago
2010
Springer
Memory-bounded techniques have shown great promise in solving complex multi-agent planning problems modeled as DEC-POMDPs. Much of the performance gains can be attributed to pruni...
ICANN
2010
Springer
14 years 10 months ago
2010
Springer
We propose a new approach for reinforcement learning in problems with continuous actions. Actions are sampled by means of a diffusion tree, which generates samples in the continuou...
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GECCO
2008
Springer
14 years 10 months ago
2008
Springer
Probabilistic model building methods can render difficult problems feasible by identifying and exploiting dependencies. They build a probabilistic model from the statistical prope...