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Document: GitBook

This project focuses on analysing the effect of different Multi-agent dynamic systems and graphs.

$$ \dot x_i(t)=f(x_i(t),t)- \alpha \sum_{j=1}^{N} l_{ij}x_j(t_k), t_k \le t < t_{k+1},k \in N, i=1,2, \cdots, N $$

$$ \hat x_i^{t+1} = x_i^{t} + sampleTime * \dot x_i^{t} $$

• 📁 src: Source code of the project.
  • 📁 package
    • 📁 agent: single agent class
      • 📄 agent.py
      • 📄 model.py
      • 📄 init.py
    • 📁 h: config file and logger file
      • 📄 config.py
      • 📄 logger.py
    • 📁 topology: topology class
      • 📄 topology.py
      • 📄 init.py
• 📁 result: Data used or generated by the project.
  • 📁 exp_id: experiment id
    • 📁 data: Save generated data
    • 📁 log: Save log
    • 📁 topology: Save generated topology
• 📁 draw: Tools for drawing generated data(result/exp_id/data/.gzip[.csv])
• 📄 LICENSE: Project's license file.
• 📄 requirements.txt: List of project dependencies.
• 📄 .gitignore: Gitignore file.
• 📄 README.md: README
• 📄 run.py: Entry of whole project

Strongly recommend the use Miniconda or conda

conda create --name=MAAIDD python=3.8
conda activate MAAIDD

git clone https://github.com/LosFurina/MAAIDD.git
cd ./MAAIDD

pip install -r ./requirement.txt

• You do not need to add any parameters when running, all parameters have been set below

• Please confirm you have changed the correct arguments at config.py which relates to the final data saving path

python run.py

All parameters have been set at src/package/h/config.py

Maybe later, we will deprecate .py as a config file, but moving some const hyperparameters to .yaml

Before running this project, you should change it following your project

Please open the issue following the request