Yuling Jiao

Unpaired data can be leveraged to achieve state-of-the-art performance in solving complex inverse problems, challenging the reliance on paired datasets.

DQPOPE achieves the same sample efficiency as traditional OPE methods while providing a comprehensive return distribution, leading to significantly more accurate policy evaluations.