Federated Offline Reinforcement Learning

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Federated Offline Reinforcement Learning

Journal of the American Statistical Association (JASA), 2022

11 June 2022

Aaron Sonabend-W

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Papers citing "Federated Offline Reinforcement Learning"

6 / 6 papers shown

Title
Beyond Prediction: Reinforcement Learning as the Defining Leap in Healthcare AI Dilruk Perera Gousia Habib Qianyi Xu Daniel J. Tan Kai He Erik Cambria Mengling Feng OffRL AI4TS 204 0 0 28 Aug 2025
Latent Factor Point Processes for Patient Representation in Electronic Health Records Parker Knight Doudou Zhou Zongqi Xia T. Cai Junwei Lu 92 0 0 28 Aug 2025
Client Selection for Federated Policy Optimization with Environment Heterogeneity Zhijie Xie S. H. Song 349 6 0 18 May 2023
Federated Ensemble-Directed Offline Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2023 Desik Rengarajan N. Ragothaman D. Kalathil S. Shakkottai OffRL 163 2 0 04 May 2023
FedKL: Tackling Data Heterogeneity in Federated Reinforcement Learning by Penalizing KL DivergenceIEEE Journal on Selected Areas in Communications (JSAC), 2022 Zhijie Xie Shenghui Song FedML 302 65 0 18 Apr 2022
Multi-source Learning via Completion of Block-wise Overlapping Noisy MatricesJournal of machine learning research (JMLR), 2021 D. Zhou Tianxi Cai Junwei Lu 221 16 0 21 May 2021