Automatic Gradient Estimation for Calibrating Crowd Models with Discrete Decision Making

Philipp Andelfinger, Justin N. Kreikemeyer

Recently proposed gradient estimators enable gradient descent over stochastic programs with discrete jumps in the response surface, which are not covered by automatic differentiati…