We present an algorithm called Optimistic Linear Programming (OLP) for learning to optimize average reward in an irreducible but otherwise unknown Markov decision process (MDP). O...
Open source software such as the operating system Linux has in a few years created much attention as an alternative way to develop and distribute software. Open source is to let an...
In this paper, a statistical learning approach to spatial context exploitation for semantic image analysis is presented. The proposed method constitutes an extension of the key pa...
E-learning environments increasingly serve as important infrastructural features of universities that enable teachers to provide students with different representations of knowled...
For a chordal graph G = (V, E), we study the problem of whether a new vertex u V and a given set of edges between u and vertices in V can be added to G so that the resulting grap...