Angel Wang

Forecasting from Counterfactual Simulator Rollouts: A Sim2Real Evaluation

Deploying a new decision policy creates a cold-start problem for prediction models whose targets depend on the policy's actions: historical observations reflect earlier policies, while real observations under the new policy are not yet available. Simulation offers a way to address this gap by rolling out the target pol...