2440 search results - page 39 / 488 » Abstraction Learning |
ECML
2005
Springer
15 years 6 months ago
2005
Springer
Abstract. While direct, model-free reinforcement learning often performs better than model-based approaches in practice, only the latter have yet supported theoretical guarantees f...
94
Voted
ICANN
2009
Springer
15 years 5 months ago
2009
Springer
Abstract. Many applications of machine learning involve sparse highdimensional data, where the number of input features is (much) larger than the number of data samples, d n. Predi...
75
Voted
ECML
2006
Springer
15 years 4 months ago
2006
Springer
Abstract. We propose a machine learning approach to action prediction in oneshot games. In contrast to the huge literature on learning in games where an agent's model is deduc...
95
Voted
LSO
2004
Springer
15 years 6 months ago
2004
Springer
When developing large software products many verbal and written interactions take place. In such interactions the use of abstract and uncertain expressions is considered advantageo...
107
Voted
ICWSM
2009
14 years 10 months ago
2009
In this paper, we propose to study the characteristics for analyzing subjective content in documents. For that purpose, we present and evaluate a novel method based on abstraction...