813 search results - page 133 / 163 » Ensemble Algorithms in Reinforcement Learning |
159
Voted
JCP
2007
15 years 4 months ago
2007
Abstract— We describe a general method to transform a non-Markovian sequential decision problem into a supervised learning problem using a K-bestpaths algorithm. We consider an a...
155
Voted
COLING
2002
15 years 4 months ago
2002
While Named Entity extraction is useful in many natural language applications, the coarse categories that most NE extractors work with prove insufficient for complex applications ...
129
click to vote
ROMAN
2007
IEEE
15 years 10 months ago
2007
IEEE
—This paper proposes a novel method of learning a users preferred reward modalities for human-robot interaction through solving a cooperative training task. A learning algorithm ...
159
click to vote
AAMAS
2007
Springer
15 years 10 months ago
2007
Springer
Learning Automata (LA) were recently shown to be valuable tools for designing Multi-Agent Reinforcement Learning algorithms. One of the principal contributions of LA theory is that...
156
Voted
ATAL
2004
Springer
15 years 9 months ago
2004
Springer
The problem of interest is how to dynamically allocate wireless access services in a competitive market which implements a take-it-or-leave-it allocation mechanism. In this paper ...