Off-Policy Evaluation for Large Action Spaces via Policy Convolution

Noveen Sachdeva, Lequn Wang, Dawen Liang +2

Developing accurate off-policy estimators is crucial for both evaluating and optimizing for new policies. The main challenge in off-policy estimation is the distribution shift betw…