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Logo: Institut für Verteilte Systeme - Fachgebiet Wissensbasierte Systeme (KBS)
Logo Leibniz Universität Hannover
Logo: Institut für Verteilte Systeme - Fachgebiet Wissensbasierte Systeme (KBS)
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Artificial Intelligence (former Künstliche Intelligenz) - SS 2020

Overview

"Intelligence: The ability to learn and solve problems" [Webster's dictionary] 

"Artificial Intelligence is the intelligence exhibited by machines or software" [Wikipedia] 

"The science and engineering of making intelligent machines" [McCarthy]

"The study and design of intelligent agents, where an intelligent agent is a system that perceived its environment and takes actions that maximize its chances of success" [Russel and Norvig AI book]

Course content

  • Introduction, Agents, Rational agents, Agent types
  • Search agents:

    • Uninformed/blind search
    • Informed/Heuristic search
    • Local  search
    • Adversarial search

  • Constraint Satisfaction Problems
  • Markov Decision Processes
  • Reinforcement Learning
  • Applications

ECTS points: 5

Schedule

  • Lecture: every Wednesday 12:15 - 13:45
  • Tutorials: every Monday 10:30 - 13:30 (upload of recorded exercise at 08:00; live session questioning & answering at 12:30)
  • Room: no room, asynchronous Lectures and Tutorials will be uploaded in Stud.IP, live session invitation link will also be sent in Stud.IP

Teaching team

  • Teaching assistant: Jeff Reimer (reimer(at)l3s.de), Monty Zuehlke (zuehlke(at)l3s.de)

Literature

  •  Artificial Intelligence: A Modern Approach  (3rd Edition) by Stuart Russel and Peter Norvig.

The lecture notes and exercises are based on the following courses:

      Lecture Notes

      Exercises

      Projects 

      Based on the AI course of Berkeley UCS 

      •  

      Exam

      • Details yet to be determined due to Covid-19 pandemic