Unpacking Reward Shaping: Understanding the Benefits of Reward Engineering on Sample Complexity

Item #:

068431-1112

Details

DOI: https://doi.org/10.52202/068431-1112
Author(s): Abhishek Gupta, Sham Kakade, Sergey Levine, Aldo Pacchiano, Yuexiang Zhai
Pages: 15281-15295 (15 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/068431-1112
Author(s): Abhishek Gupta, Sham Kakade, Sergey Levine, Aldo Pacchiano, Yuexiang Zhai
Pages: 15281-15295 (15 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)