31 search results - page 6 / 7 » Sampled fictitious play for approximate dynamic programming |
CPAIOR
2008
Springer
13 years 7 months ago
2008
Springer
The one-step anticipatory algorithm (1s-AA) is an online algorithm making decisions under uncertainty by ignoring future non-anticipativity constraints. It makes near-optimal decis...
UAI
2004
13 years 7 months ago
2004
We show that the class of strongly connected graphical models with treewidth at most k can be properly efficiently PAC-learnt with respect to the Kullback-Leibler Divergence. Prev...
AAAI
1994
13 years 7 months ago
1994
Numerical simulation of partial differential equations (PDEs) plays a crucial role in predicting the behavior of physical systems and in modern engineering design. However, in ord...
AIPS
2010
13 years 8 months ago
2010
Computing a good policy in stochastic uncertain environments with unknown dynamics and reward model parameters is a challenging task. In a number of domains, ranging from space ro...
POPL
2005
ACM
14 years 5 months ago
2005
ACM
While a typical software component has a clearly specified (static) interface in terms of the methods and the input/output types they support, information about the correct sequen...