AIBT-108: Sequential Decision Making

This repository contains course materials for AIBT-108, covering various approaches to sequential decision making.

📚 Course Topics

• Reinforcement Learning
• Planning
• Scheduling ← Full practical course available
• Sequential Games

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🎯 Scheduling Course

Location: scheduling/

A hands-on course teaching you to model and solve scheduling problems using heuristics and Constraint Programming (OR-Tools CP-SAT).

Course Materials

• Slides & Cheatsheet - Theoretical foundations (check scheduling/ directory)
• 2 Interactive Lessons - Learn by doing
  • Lesson 1: RCPSP with heuristics (Serial Schedule Generation)
  • Lesson 2: CP-SAT fundamentals + Job Shop Problem
• 2 Graded Practicals - Apply your knowledge
  • TP1: RCPSP with CP-SAT + benchmarking study
  • TP2: Assembly Line Balancing (advanced techniques)

Quick Start

# Install dependencies
uv sync

# Start with Lesson 1
uv run python -m scheduling.lesson1_rcpsp.tutorial

# Complete course guide
cat scheduling/README.md

See scheduling/README.md for the full course guide.

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🚀 Getting Started

Prerequisites:

• Python 3.11+
• uv package manager (install here)

Installation:

cd aibt_108
uv sync

Running course content:

uv run python -m scheduling.<module>.<script>

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📖 Other Topics

Materials for Reinforcement Learning, Planning, and Sequential Games will be added progressively.