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Lectures, Lab & Seminars

Slides for the seminar will be downloadable from the dedicate page on the course web site.

Lectures

Lecure slides will be published as the course progresses:

Lab sessions

Slides and data files will be published as the course progresses

  • Automated planning
    • Slides [pdf]
    • Cart example (graphplan) [zip]
    • Cart example (PDDL) [zip]
    • An intrdoduction to PDDL [pdf]
    • Quick PDDL reference guide [html]
    • Planner executables (for linux, oldish compiler...) [zip]
      • Install gcc-multilib and g++-multilib in Ubuntu to make them work
  • Multi-agent simulation with NetLogo
  • Decision Trees
    • Slides [pdf]
    • C4.5 Test [zip]
    • Weka Test [zip]
    • Language recognition problem [zip]
    • Shape recognition problem [zip]
    • Python cheat-sheet (basic concepts) [pdf]
    • Python cheat-sheet (methods and functions) [pdf]
  • Neural Networks
    • Slides [pdf]
    • Tic-tac-toe dataset [zip]
    • Is it the sea? Code [zip]
    • Is it the sea? Data 16x16 (8 MB) [zip]
    • Is it the sea? Data 25x25 (18 MB) [zip]
    • Is it the sea? Data 32x32 (28 MB) [zip]
    • Is it the sea? Data 50x50 (63 MB) [zip]

Seminars

  • Selected Topics in Deep Learning (Marco Lippi) [pdf]