Maxwell Goldstein

Most-cited papers

1. Automatic Data Augmentation for Generalization in Reinforcement Learning

   R. Raileanu, Maxwell Goldstein, D. Yarats, Ilya Kostrikov +1 more

   2021Neural Information Processing Systems144 citations

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2. Learning Generalized Reactive Policies using Deep Neural Networks

   E. Groshev, Aviv Tamar, Maxwell Goldstein, Siddharth Srivastava +1 more

   2017International Conference on Automated Planning and Scheduling135 citations Open access

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3. Automatic Data Augmentation for Generalization in Deep Reinforcement Learning

   R. Raileanu, Maxwell Goldstein, D. Yarats, Ilya Kostrikov +1 more

   2020arXiv.org125 citations

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4. Fast Adaptation to New Environments via Policy-Dynamics Value Functions

   R. Raileanu, Maxwell Goldstein, A. Szlam, R. Fergus

   2020International Conference on Machine Learning26 citations

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5. Fast Adaptation to New Environments via Policy-Dynamics Value Functions

   R. Raileanu, Maxwell Goldstein, A. Szlam

   2020International Conference on Machine Learning24 citations

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6. PAC-Bayes Control: Synthesizing Controllers that Provably Generalize to Novel Environments

   Anirudha Majumdar, Maxwell Goldstein

   2018Conference on Robot Learning23 citations

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7. Fast Adaptation via Policy-Dynamics Value Functions

   R. Raileanu, Maxwell Goldstein, A. Szlam, Rob Fergus

   2020arXiv.org1 citations

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8. PAC-Bayes Regularization for Learning Controllers that Generalize Across Environments

   Maxwell Goldstein

   20180 citations

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