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ADVANCED ARTIFICIAL INTELLIGENCE

CODE 98463
ACADEMIC YEAR 2021/2022
CREDITS
  • 6 cfu during the 2nd year of 11160 COMPUTER ENGINEERING (LM-32) - GENOVA
  • SCIENTIFIC DISCIPLINARY SECTOR ING-INF/05
    LANGUAGE English
    TEACHING LOCATION
  • GENOVA
  • SEMESTER 1° Semester
    TEACHING MATERIALS AULAWEB

    OVERVIEW

    The course aims at studying  theory and practicalities of some formalisms for deductive AI, in particular knowledge representation and reasoning languages and tools and their application to discrete and mixed discrete/continuous planning/scheduling real problems.

    AIMS AND CONTENT

    LEARNING OUTCOMES

    The course aims at studying some deductive reasoning techniques, and their applications to cope with real-world problems.

    AIMS AND LEARNING OUTCOMES

    - Study theory and practicalities of some formalisms for knowledge representation and reasoning

    - Study how to model a problem using such formalisms

    - Apply the competences and skills acquired on a concrete problem

    PREREQUISITES

    Concepts from previous courses of

    - Artificial Intelligence
    - Data base
    - Information and Computation

    in the Bachelor in Ingegneria Informatica and the same Master studies are the starting point of this course.

    TEACHING METHODS

    The course is organized as follows:

    - Lectures (approx. 50%)
    - Exercises and presentations (approx. 25%)

    - Project set-up (approx. 25%)

    SYLLABUS/CONTENT

    - Database languages (re)introduction

    - Deductive Artificial Intelligence:

    - Knowledge Representation and Reasoning

    - Answer Set Programming (ASP)
    - Extended Planning Domain Definition Language (PDDL+)

    - Applications to:
      ASP for (discrete) scheduling
      PDDL+ for (mixed discrete-continous) planning

    RECOMMENDED READING/BIBLIOGRAPHY

    All slides and exercises presented during the lectures will be made available on AulaWeb.

     

    TEACHERS AND EXAM BOARD

    Exam Board

    MARCO MARATEA (President)

    GUALTIERO VOLPE

    ALESSIO MERLO (President Substitute)

    LESSONS

    LESSONS START

    In the week 20-24 of September 2021

    Class schedule

    All class schedules are posted on the EasyAcademy portal.

    EXAMS

    EXAM DESCRIPTION

    The exam is made of a practical project.

    ASSESSMENT METHODS

    Project realization and presentation will be evaluated.

    Exam schedule

    Date Time Location Type Notes
    10/01/2022 09:00 GENOVA Orale
    24/01/2022 09:00 GENOVA Orale
    07/02/2022 09:00 GENOVA Orale
    09/06/2022 09:00 GENOVA Orale
    04/07/2022 09:00 GENOVA Orale
    14/09/2022 09:00 GENOVA Orale