AIOUC: simulation of Ocean University of China's course selection system

Inspired by latest works in simulation using LLMs, this is a small script that simulates Ocean University of China's course selection process. We use Ollama to make decisions and simulate a simplified process.

Sounds like a cool idea, but it's still too simple and crude. Partly because the limitation of my knowledge, other partly because llama3.1 is not as smart as I thought.

It is used in the Economics Course (走进经济学) at Ocean University of China for the final assignment of Fall 2024.

Run

Install Ollama using one command:

curl -fsSL https://ollama.com/install.sh | sh

Get llama3.1 model by:

ollama run install llama3.1

Good news, this small project is developed using only standard Python libraries, no need to install any other packages.

Run the script:

python simulate.py

Parameters can be modified in constants.py

Future works

• Enhance the simulation process maybe.
• Use better LLMs.
• Analyze the simulation in scripts (currently, the analyze process is done manually using the files stored in ./save).