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Voted
COLT
2008
Springer
14 years 11 months ago
2008
Springer
A kernel over the Boolean domain is said to be reflection-invariant, if its value does not change when we flip the same bit in both arguments. (Many popular kernels have this prop...
CE
2008
14 years 9 months ago
2008
E-learning environments increasingly serve as important infrastructural features of universities that enable teachers to provide students with different representations of knowled...
ICRA
2010
IEEE
14 years 8 months ago
2010
IEEE
— In this work we introduce a novel approach for detecting spatiotemporal object-action relations, leading to both, action recognition and object categorization. Semantic scene g...
ML
2010
ACM
14 years 8 months ago
2010
ACM
Many knowledge representation mechanisms are based on tree-like structures, thus symbolizing the fact that certain pieces of information are related in one sense or another. There ...
PKDD
2010
Springer
14 years 8 months ago
2010
Springer
Abstract. One of the key problems in model-based reinforcement learning is balancing exploration and exploitation. Another is learning and acting in large relational domains, in wh...