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Maschinelles Lernen (Seminar, SS 2005)

General information

Instructor: Prof. Gerhard Lakemeyer, Ph.D.
gerhardcsrwth-aachende
Assistants: Dr. Vazha Amiranashvili
vazhai5informatikrwth-aachende
Alexander Ferrein
ferreininformatikrwth-aachende
  This course is held in English and/or German.

Topic Name
(1) Decision Tree Learning Anette von Kapri
(2) Inductive Logic Programming Johannes Willkomm
(3)Learning Horn Clauses Christine Pape
(4) Theory of Learning (PAC Learning) Hu Yuxiao
(5) Backpropagation Algorithms in Feed-forward Neural Nets Sebastian Staack
(6) Recurrent Neural Networks Dennis Meichsner
(7) Learning Bayesian Networks Tobias Linke
(8) Application of Bayesion Learning: Robotic Mapping Evaline Jongiran
(9) Support Vector Machines Christoph Schmidt
(10) Reinforcement Learning Dominik Klein
(11) State Abstractions for RL Methods Soliman Hasem
(12) Unsupervised Learning Techniques Chrisoph Mies
(13) Genetic Algorithms Tobias Karns

An announcement of the course can also be found in the course information system CAMPUS.

Course Dates

This course starts on 18th April 2005.
Decision Tree Learning 25.04 15:30h - 17:00h Seminar room I5
Inductive Logic Programming 02.05 15:30h - 17:00h Seminar room I5
Learning Horn Clauses 09.05 15:30h - 17:00h Seminar room I5
Theory of Learning (PAC Learning) 23.05 15:30h - 17:00h Seminar room I5
Backpropagation Algorithms in Feed-forward Neural Nets 30.05 15:30h - 17:00h Seminar room I5
Recurrent Neural Networks 06.06 15:30h - 17:00h Seminar room I5
Learning Bayesian Networks 13.06 15:30h - 17:00h Seminar room I5
Application of Bayesion Learning: Robotic Mapping 20.06 15:30h - 17:00h Seminar room I5
Support Vector Machines 27.06 15:30h - 17:00h Seminar room I5
Reinforcement Learning 04.07 15:30h - 17:00h Seminar room I5
State Abstractions for RL Methods 11.07 15:30h - 17:00h Seminar room I5
Unsupervised Learning Techniques 18.07 15:30h - 17:00h Seminar room I5
Genetic Algorithms 25.07 15:30h - 17:00h Seminar room I5

Material

Additional material concerning the course can be found here:
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Date: 08 Feb 2008 TN   |   Disclaimer   |   Home