51 citations · 136 across the 19 of their papers we have counts for
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cs.LG2023
Low-Rank MDPs with Continuous Action Spaces
Andrew Bennett, Nathan Kallus, Miruna Oprescu
Low-Rank Markov Decision Processes (MDPs) have recently emerged as a promising framework within the domain of reinforcement learning (RL), as they allow for provably approximately…
cs.LG2023★ 2 cited
B-Learner: Quasi-Oracle Bounds on Heterogeneous Causal Effects Under Hidden Confounding
Miruna Oprescu, Jacob Dorn, Marah Ghoummaid +3
Estimating heterogeneous treatment effects from observational data is a crucial task across many fields, helping policy and decision-makers take better actions. There has been rece…