2023
Adversarial Counterfactual Environment Model Learning
NeurIPS 2023spotlight
An accurate environment dynamics model is crucial for various downstream tasks in sequential decision-making, such as counterfactual prediction, off-policy evaluation, and offline reinforcement learning. Currently, these models were learned through empirical risk minimization (ERM) by step-wise fit…