"offline policy learning" Papers

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Policy learning “without” overlap: Pessimism and generalized empirical Bernstein’s inequality

Ying Jin, Zhimei Ren, Zhuoran Yang et al.

NEURIPS 2025arXiv:2212.09900
31
citations

Learning Decision Policies with Instrumental Variables through Double Machine Learning

Bill Daqian Shao, Ashkan Soleymani, Francesco Quinzan et al.

ICML 2024arXiv:2405.08498
2
citations