Beyond Uniform Sampling: Offline Reinforcement Learning with Imbalanced Datasets

Zhang-Wei Hong, Aviral Kumar, Sathwik Karnik, Abhishek Bhandwaldar, Akash Srivastava, Joni Pajarinen, Romain Laroche, Abhishek Gupta, Pulkit Agrawal. Beyond Uniform Sampling: Offline Reinforcement Learning with Imbalanced Datasets. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

Authors

Zhang-Wei Hong

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Aviral Kumar

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Sathwik Karnik

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Abhishek Bhandwaldar

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Akash Srivastava

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Joni Pajarinen

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Romain Laroche

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Abhishek Gupta

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Pulkit Agrawal

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