Artificial Intelligence

Course Information ###


 - Lectures: Dr. Frank Lenzen , Prof. Björn Ommer
 - Course extent 2+2 SWS 
 - Time, date & location:
 - Lecture: Mi 11:15-12:45, HCI (Speyerer Straße 6), large seminar room, 2nd floor
 - Exercises: Mi 14:00-15:30, moved up by 15 min HCI (Speyerer Straße 6), large seminar room, 2nd floor 
 - Language: English
 

Intended for ###


 Students of Computer Science. Mathematics or physics, master's study or phd study.
 

Contents ###


 - Agents 
 - Solving Problems by Searching 
 - Game playing 
 - Propositional Logic
 - Optimization problems 
 - Reasoning under Uncertainty 
 - Graphical Models 
 - Machine Learning 
 - Neural Networks
 

Misc ###


 - standard certificates ('Schein') after passing exercises and oral exam
 - certificate for attendance ('Sitzschein'): regular attendance required (absence in not more than 2 lectures )
 - Exercises partly build on MATLAB. Alternatively the students may use octave or NumPy.
 

Material ###

Additional material is posted in moodle.&#13; &#13; Since currently not all students have moodle accounts, &#13; <a href="https://hcicloud.iwr.uni-heidelberg.de/index.php/s/LYlUryTMC2Mbm4D">this... is an alternative.&#13; (same password as for moodle)&#13;