Automatic differentiation of the ABM

[mknaranja]

Feature description

In order to assess to sensitivity of the agent-based model with respect to the input parameters, we want to include automatic differentation. As the ABM outputs are discrete, we have to extend the current implementation provided for ODE-based models. For instance, https://arxiv.org/abs/2210.08572 could be a good starting point.

Additional context

No response

Checklist

• [X] Attached labels, especially loc:: or model:: labels.
• [X] Linked to project.