Autonomous Learning: Summer School 2014

Slides of the talks

Shun-ichi Amari
RIKEN, Japan
Information geometry and its applications to learning (01.09.2014, 11:00)

 slides  video 

Shun-ichi Amari
RIKEN, Japan
Basic principles of supervised and unsupervised learning: toward understanding deep learning (01.09.2014, 14:30)

 slides  video 

Christos Dimitrakakis
Chalmers University of Technology, Sweden
Planning under uncertainty: Markov decision processes (02.09.2014, 09:00)

 slides  video 

Keyan Ghazi-Zahedi
Max Planck Institute for Mathematics in the Sciences, Germany
Intrinsically motivated exploration of behavioural modes (02.09.2014, 11:00)

 slides  video 

Thomas Martinetz
University of Lübeck, Germany
Sparse coding and efficient sensing (02.09.2014, 14:30)

 slides  video 

Tamim Asfour
KIT Karlsruhe, Germany
Structural bootstrapping for 24/7 humanoids (03.09.2014, 09:00)

 slides  video 

Marc Toussaint
Stuttgart University, Germany
Bandits, global optimization, active learning, and Bayesian reinforcement learning -- understanding the common ground (03.09.2014, 11:00)

 slides  video 

Michael Beetz
Bremen University, Germany
Autonomous Learning for Human-scale Everyday Manipulation Tasks (04.09.2014, 09:00)

 slides  video 

Matthias Bethge
University of Tübingen, MPI for Biological Cybernetics, Bernstein Center for Computational Neuroscience, Germany
Natural image statistics & neural representation learning (04.09.2014, 14:30)

 slides  video 

Date and Location

September 01 - 04, 2014
Max Planck Institute for Mathematics in the Sciences
Inselstraße 22
04103 Leipzig
Germany
see travel instructions

Scientific Organizers

Nihat Ay
MPI for Mathematics in the Sciences
Information Theory of Cognitive Systems Group
Leipzig (Germany)

Marc Toussaint
Stuttgart University
Coordinator of Priority Program Autonomous Learning (Germany)

Administrative Contact

Marion Lange
Stuttgart University / TU Berlin
Coordination Priority Program Autonomous Learning
Stuttgart (Germany)
Contact by Email

28.06.2018, 08:45