Tutorials

Step-by-step guides to help you master SimCraft.

Getting Started

• Building Your First Simulation
  • What You’ll Learn
  • The Scenario
  • Step 1: Create the Simulation Class
  • Step 2: Handle Customer Arrivals
  • Step 3: Handle Service Events
  • Step 4: Add Reporting
  • Step 5: Run the Simulation
  • Complete Code
  • Running the Simulation
  • Experimentation
  • Next Steps
• Reinforcement Learning Integration
  • What You’ll Learn
  • Overview
  • Step 1: Define the Problem
  • Step 2: Implement RLInterface
  • Step 3: Create the Gym Environment
  • Step 4: Training Loop
  • Using with Stable-Baselines3
  • Decision Points
  • Multi-Agent RL
  • Next Steps

Tutorial Overview

Tutorial	Level	Description
Building Your First Simulation	Beginner	Create a complete simulation from scratch
Reinforcement Learning Integration	Advanced	Connect SimCraft to RL frameworks

Prerequisites

Before starting these tutorials, you should:

1. Have SimCraft installed (see Installation)

2. Be familiar with Python classes and object-oriented programming

3. Understand basic discrete event simulation concepts

Learning Path

Beginner: Start with Building Your First Simulation to understand the core concepts.

Intermediate: Explore the Examples to see complete simulation models.

Advanced: Learn how to integrate with optimization and RL frameworks in RL Integration.