Andrew Bennett
Andrew Bennett
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Efficient and Sharp Off-Policy Evaluation in Robust Markov Decision Processes
Low-rank MDPs with Continuous Action Spaces
Inference on strongly identified functionals of weakly identified functions
Future-Dependent Value-Based Off-Policy Evaluation in POMDPs
Proximal Reinforcement Learning: Efficient Off-Policy Evaluation in Partially Observed Markov Decision Processes
Source Condition Double Robust Inference on Functionals of Inverse Problems
Minimax Instrumental Variable Regression and L2 Convergence Guarantees without Identification or Closedness
The Variational Method of Moments
Provable Safe Reinforcement Learning with Binary Feedback
Off-policy Evaluation in Infinite-Horizon Reinforcement Learning with Latent Confounders
Efficient Policy Learning from Surrogate-Loss Classification Reductions
Deep Generalized Method of Moments for Instrumental Variable Analysis
Policy Evaluation with Latent Confounders via Optimal Balance
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