32 search results - page 1 / 7 » Bounding Performance Loss in Approximate MDP Homomorphisms |
NIPS
2008
13 years 5 months ago
2008
ATAL
2009
Springer
13 years 11 months ago
2009
Springer
The field of transfer learning aims to speed up learning across multiple related tasks by transferring knowledge between source and target tasks. Past work has shown that when th...
JMLR
2006
13 years 4 months ago
2006
In many pattern recognition/classification problem the true class conditional model and class probabilities are approximated for reasons of reducing complexity and/or of statistic...
JMLR
2008
13 years 4 months ago
2008
In this paper we develop a theoretical analysis of the performance of sampling-based fitted value iteration (FVI) to solve infinite state-space, discounted-reward Markovian decisi...
GLOBECOM
2009
IEEE
13 years 11 months ago
2009
IEEE
—This paper investigates the network performance loss of using only single-path routing when multiple paths are available. The performance metric is the aggregate utility achieve...