3643 search results - page 104 / 729 » Learning Submodular Functions |
133
Voted
AAAI
2007
15 years 4 months ago
2007
We consider a resource selection game with incomplete information about the resource-cost functions. All the players know is the set of players, an upper bound on the possible cos...
104
Voted
ECML
2007
Springer
15 years 8 months ago
2007
Springer
In this paper we investigate the relation between transfer learning in reinforcement learning with function approximation and supervised learning with concept drift. We present a n...
127
click to vote
IROS
2006
IEEE
15 years 8 months ago
2006
IEEE
Abstract— This paper presents a learning system that uses Qlearning with a resource allocating network (RAN) for behavior learning in mobile robotics. The RAN is used as a functi...
164
click to vote
SDM
2012
SIAM
13 years 4 months ago
2012
SIAM
Multiple data sources containing different types of features may be available for a given task. For instance, users’ profiles can be used to build recommendation systems. In a...
126
Voted
ICML
2006
IEEE
16 years 3 months ago
2006
IEEE
Most work on preference learning has focused on pairwise preferences or rankings over individual items. In this paper, we present a method for learning preferences over sets of it...