Beyond Uniform Sampling: Offline Reinforcement Learning with Imbalanced Datasets

Item #:

075280-0221

Details

DOI: https://doi.org/10.52202/075280-0221
Author(s): Pulkit Agrawal, Abhishek Bhandwaldar, Abhishek Gupta, Zhang-Wei Hong, Sathwik Karnik, Aviral Kumar, Romain Laroche, Joni Pajarinen, Akash Srivastava
Pages: 4985-5009 (25 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/075280-0221
Author(s): Pulkit Agrawal, Abhishek Bhandwaldar, Abhishek Gupta, Zhang-Wei Hong, Sathwik Karnik, Aviral Kumar, Romain Laroche, Joni Pajarinen, Akash Srivastava
Pages: 4985-5009 (25 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)