3050 search results - page 122 / 610 » On-line Algorithms in Machine Learning |
128
Voted
ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
This paper develops a generalized apprenticeship learning protocol for reinforcementlearning agents with access to a teacher who provides policy traces (transition and reward obse...
132
Voted
ML
2008
ACM
15 years 3 months ago
2008
ACM
Abstract. Recently, there has been an increasing interest in directed probabilistic logical models and a variety of languages for describing such models has been proposed. Although...
122
Voted
ML
1998
ACM
15 years 3 months ago
1998
ACM
We review the application of statistical mechanics methods to the study of online learning of a drifting concept in the limit of large systems. The model where a feed-forward netwo...
110
Voted
ICML
2008
IEEE
16 years 4 months ago
2008
IEEE
We describe an algorithm for learning in the presence of multiple criteria. Our technique generalizes previous approaches in that it can learn optimal policies for all linear pref...
113
Voted
SSPR
2004
Springer
15 years 9 months ago
2004
Springer
Most machine learning algorithms are designed either for supervised or for unsupervised learning, notably classification and clustering. Practical problems in bioinformatics and i...