Differentiable ABMs
ABMs are discrete
0
1
Individual updates may not differentiable
but aggregate dynamics may be!
Enables gradient-assisted calibration such as Variational Inference
How do we obtain this gradient?
Automatic Differentiation
Challenges
Ongoing research
ICAIF
ICML
AAMAS
ICLR
JOSS
By nickbishop