813 search results - page 96 / 163 » Ensemble Algorithms in Reinforcement Learning |
180
click to vote
MCS
2009
Springer
15 years 11 months ago
2009
Springer
Abstract. Hierarchical classification problems gained increasing attention within the machine learning community, and several methods for hierarchically structured taxonomies have...
141
click to vote
AAAI
2007
15 years 6 months ago
2007
Imitation learning, also called learning by watching or programming by demonstration, has emerged as a means of accelerating many reinforcement learning tasks. Previous work has s...
140
click to vote
HEURISTICS
2008
15 years 4 months ago
2008
This paper investigates how to make improved action selection for online policy learning in robotic scenarios using reinforcement learning (RL) algorithms. Since finding control po...
140
click to vote
AAAI
2008
15 years 6 months ago
2008
We describe a method to improve detection of disease outbreaks in pre-diagnostic time series data. The method uses multiple forecasters and learns the linear combination to minimi...
131
click to vote
ICMLA
2008
15 years 6 months ago
2008
We introduce three ensemble machine learning methods for analysis of biological DNA binding by transcription factors (TFs). The goal is to identify both TF target genes and their ...