Universität Bonn: Autonomous Intelligent Systems Group  Comouter Science Institute VI: Autonomous Intelligent Systems

Lecture Robot Learning (2V+2Ü) (MA-INF 4114) 

Prof. Dr. Sven Behnke

Tuesdays 14 (c.t.) - 16,
The first lecture will take place April 16th, due to possible bomb defusal on April 9th.

Lecture hall HS 7, HSZ, Campus Poppelsdorf

Please register for this course in eCampus!

This lecture is one of the introductory lectures of the intelligent systems track of the master programme "Computer Science".

Creating autonomous robots that can learn to assist humans in situations of daily life is a fascinating challenge for machine learning.
The lecture covers key ingredients for a general robot learning approach to get closer towards human-like performance in robotics, such as reinforcement learning, learning models for control, learning motor primitives, learning from demonstrations and imitation learning, and interactive learning.


Slides and Assignments

In the directory RL


- R.Sutton and A. Barto: Reinforcement Learning: An Introduction. MIT Press, 1998.

- O. Sigaud and J. Peters (Eds.): From Motor Learning to Interaction Learning in Robots. Springer, 2010.

- Additional literature will be announced in the lecture.


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