Welcome to the 4th issue of the Journal of Machine Learning Video Abstracts, published by Knowledge for All Foundation Ltd, London, with the goal of providing the legacy of the PASCAL2 Network of Excellence.

This issue is equally dedicated to presenting the flashtalks presentations at the 3rd EUCogIII Members Conference – EUCog – European Network for the Advancement of Artificial Cognitive Systems, Interaction and Robotics – in collaboration with Pascal2 Network of Excellence, held in Palma de Mallorca, 10-11 April 2013.

editor: John Shawe-Taylor, Centre for Computational Statistics and Machine Learning, University College London
editor: Alfons Juan-Císcar, Departament of Computer Systems and Computation, Technical University of Valencia (UPV)
editor: Samuel Kaski, Department of Information and Computer Science, Aalto University
editor: Davor Orlič, Centre for knowledge transfer in IT, Jožef Stefan Institute
author: Moritz Grosse-Wentrup, Max Planck Institute for Intelligent Systems, Max Planck Institute
author: Jan Rupnik, Artificial Intelligence Laboratory, Jožef Stefan Institute

Journal Video Abstracts

Online Learning in Non-Stationary Markov Decision Processes

Gergely Neu