Aaron Sonabend W | DeepAI

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Featured Co-authors

Zhaoran Wang
121 publications
Tianxi Cai
46 publications
Peter Szolovits
38 publications
Junwei Lu
25 publications
Yufeng Zhang
23 publications
Rajarshi Mukherjee
21 publications
Nilanjana Laha
9 publications
Doudou Zhou
8 publications
Leo A. Celi
5 publications

research

∙ 06/11/2022

Federated Offline Reinforcement Learning

Evidence-based or data-driven dynamic treatment regimes are essential fo...

0 Doudou Zhou, et al. ∙

research

∙ 11/03/2021

Finding the Optimal Dynamic Treatment Regime Using Smooth Fisher Consistent Surrogate Loss

Large health care data repositories such as electronic health records (E...

0 Nilanjana Laha, et al. ∙

research

∙ 12/09/2020

Semi-Supervised Off Policy Reinforcement Learning

Reinforcement learning (RL) has shown great success in estimating sequen...

0 Aaron Sonabend W, et al. ∙

research

∙ 06/23/2020

Expert-Supervised Reinforcement Learning for Offline Policy Learning and Evaluation

Offline Reinforcement Learning (RL) is a promising approach for learning...

0 Aaron Sonabend W, et al. ∙