1. Evolving Soccer Keepaway Players Through Task Decomposition

   • Shimon Whiteson
   • Nate Kohl
   • Peter Stone

   OriginalPaper Pages: 5 - 30

2. A Reinforcement Learning Scheme for a Partially-Observable Multi-Agent Game

   • Shin Ishii
   • Hajime Fujita
   • Yoichiro Matsuno

   OriginalPaper Pages: 31 - 54

3. PAC-Bayesian Compression Bounds on the Prediction Error of Learning Algorithms for Classification

   • Thore Graepel
   • Ralf Herbrich
   • John Shawe-Taylor

   OriginalPaper Pages: 55 - 76

4. Multicategory Proximal Support Vector Machine Classifiers

   • Glenn M. Fung
   • O. L. Mangasarian

   OriginalPaper Pages: 77 - 97

5. Maximizing Agreements with One-Sided Error with Applications to Heuristic Learning

   • Nader H. Bshouty
   • Lynn Burroughs

   OriginalPaper Pages: 99 - 123

6. Internal Regret in On-Line Portfolio Selection

   • Gilles Stoltz
   • Gábor Lugosi

   OriginalPaper Pages: 125 - 159

7. Logistic Model Trees

   • Niels Landwehr
   • Mark Hall
   • Eibe Frank

   OriginalPaper Pages: 161 - 205