14 search results - page 1 / 3 » Nonmyopic active learning of Gaussian processes: an explorat... |
ICML
2007
IEEE
14 years 5 months ago
2007
IEEE
Publication
We present a new approach for activity modelling and anomaly detection based on non-parametric Gaussian Process (GP) models. Specifically, GP regression models are formulated to l...
CORR
2011
Springer
12 years 11 months ago
2011
Springer
Recent research in multi-robot exploration and mapping has focused on sampling environmental fields, which are typically modeled using the Gaussian process (GP). Existing informa...
ICCV
2011
IEEE
12 years 4 months ago
2011
IEEE
Recognition of motions and activities of objects in videos requires effective representations for analysis and matching of motion trajectories. In this paper, we introduce a new r...
IROS
2009
IEEE
13 years 11 months ago
2009
IEEE
— When children learn to grasp a new object, they often know several possible grasping points from observing a parent’s demonstration and subsequently learn better grasps by tr...