Publications

(2021). Proximal Reinforcement Learning: Efficient Off-Policy Evaluation in Partially Observed Markov Decision Processes. arXiv preprint arXiv:2110.15332.

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(2021). The Variational Method of Moments. arXiv preprint arXiv:2012.09422.

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(2021). Off-policy Evaluation in Infinite-Horizon Reinforcement Learning with Latent Confounders. International Conference on Artificial Intelligence and Statistics.

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(2020). Efficient Policy Learning from Surrogate-Loss Classification Reductions. International Conference on Machine Learning.

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(2019). Policy Evaluation with Latent Confounders via Optimal Balance. Advances in Neural Information Processing Systems.

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(2019). Deep Generalized Method of Moments for Instrumental Variable Analysis. Advances in Neural Information Processing Systems.

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