Examples

In this section, we include examples of Crowd’s usage in different scenarios, utilizing various features of the framework.

Navigate directly to an example:

1. Epidemic simulation with generative agents:

   • Network (model) type: Diffusion Network

   • Utilizes LLM inference for agent decisions

   • Can be used as a template for any type of generative agents experiment with Crowd

2. Influence maximization:

   • Network (model) type: Custom Simulation Network

   • Provides a template for basic custom simulations with Crowd

   • Can be directly used to compare different seed node selection methodologies without modifying any of this example code (more details given in the example).

3. Networked trust game:

   • Network (model) type: Custom Simulation Network

   • Provides the basis to implement N-player cooperative games with Crowd

   • Utilizes various user-implemented methods

   • Shows how to utilize batch run and model exploration functionalities of Crowd (batch run: run the simulation with the same settings, model exploration/parameter sweep: run the simulation with different settings - each combination only has one varying parameter)

As we continue to develop Crowd, more examples will be added.

Next: Example 1: Epidemic simulation with generative agents