AIMA 5001 product line

AIMA5001: Simple · Simple

Complete Apr 15, 2026

Description

Lectures plus GitHub delivery: creation and release of the course repository with Reveal materials, IMS Common Cartridge for LMS import, and GitHub Classroom for instructor and student repos (Codespaces / devcontainer). Representative demo: demo-sources/ain2001/classroom.md.

Open the guest-visible Moodle space for this AIMA5001 delivery variant (configure per-env URLs in deployment).

Open Castalia LMS Back to catalog

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Syllabus outline

  1. Weeks 1–4 · Problem solving & search

    • Problem formulations and search strategies
    • Heuristics and optimality
    • Games and adversarial search (intro)

  2. Weeks 5–8 · Knowledge, learning, agents

    • Logical representations and inference (intro)
    • Machine learning framing and evaluation
    • Agents, planning touchpoints, and responsible deployment