3050 search results - page 146 / 610 » On-line Algorithms in Machine Learning |
146
Voted
ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
A new "herding" algorithm is proposed which directly converts observed moments into a sequence of pseudo-samples. The pseudosamples respect the moment constraints and ma...
122
click to vote
ML
2007
ACM
15 years 3 months ago
2007
ACM
This paper describes the winning entry to the Omphalos context free grammar learning competition. Our approach integrates an information theoretic constituent likelihood measure to...
131
Voted
ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
Mobile robots often rely upon systems that render sensor data and perceptual features into costs that can be used in a planner. The behavior that a designer wishes the planner to ...
215
click to vote
Publication
Several researchers have recently investigated the connection between reinforcement learning and classification. We are motivated by proposals of approximate policy iteration schem...
ECML
2007
Springer
15 years 10 months ago
2007
Springer
In this article, we present an idea for solving deterministic partially observable markov decision processes (POMDPs) based on a history space containing sequences of past observat...