AAI Assignment

Reinforcement Learning for optimizing a simulated production environment.

Project Overview

This assignment applies Reinforcement Learning (RL) to optimize a simulated production system. It uses Stable-Baselines3's PPO algorithm to train an agent in a SimPy-based production environment.

Features

  • RL-based optimization
  • Simulated production environment
  • Performance metrics
  • Stable-Baselines3 PPO agent

Technologies Used

  • Python
  • Stable-Baselines3
  • SimPy
  • PPO Algorithm