Presentation of search results in Web-based information retrieval (IR) systems has been dominated by a textual form of information such as the title, snippet, URL, and/or file type...
For many supervised learning tasks it is very costly to produce training data with class labels. Active learning acquires data incrementally, at each stage using the model learned...
We show that states of a dynamical system can be usefully represented by multi-step, action-conditional predictions of future observations. State representations that are grounded...
Michael L. Littman, Richard S. Sutton, Satinder P....
In this study two aerial photograph interpretation methods, visual and digital classification, were used for the aquatic macrophyte mapping of a eutrophic study lake in the Finnish...
Kirsi Valta-Hulkkonen, Sari Partanen, Antti Kannin...
The memory resources required by network simulations can grow quadratically with size of the simulated network. In simulations that use routing tables at each node to perform perh...
George F. Riley, Mostafa H. Ammar, Richard Fujimot...