1. Prequential and Cross-Validated Regression Estimation

   • Dharmendra S. Modha
   • Elias Masry

   OriginalPaper Pages: 5 - 39

2. Bayesian Landmark Learning for Mobile Robot Localization

   • Sebastian Thrun

   OriginalPaper Pages: 41 - 76

3. Choice of Basis for Laplace Approximation

   • David J.C. MacKay

   OriginalPaper Pages: 77 - 86

4. Self-Directed Learning and Its Relation to the VC-Dimension and to Teacher-Directed Learning

   • Shai Ben-David
   • Nadav Eiron

   OriginalPaper Pages: 87 - 104

5. Fast Online Q(λ)

   • Marco Wiering
   • Jürgen Schmidhuber

   OriginalPaper Pages: 105 - 115