171 citations · 185 across the 4 of their papers we have counts for
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cs.LG2018★ 6 cited
Temporal Regularization in Markov Decision Process
Pierre Thodoroff, Audrey Durand, Joelle Pineau +1
Several applications of Reinforcement Learning suffer from instability due to high variance. This is especially prevalent in high dimensional domains. Regularization is a commonly…
cs.LG2018★ 6 cited
Adversarial Balancing for Causal Inference
Michal Ozery-Flato, Pierre Thodoroff, Matan Ninio +2
Biases in observational data of treatments pose a major challenge to estimating expected treatment outcomes in different populations. An important technique that accounts for these…