Mitigating Reward Overoptimization via Lightweight Uncertainty Estimation

Item #:

079017-2596

Details

DOI: https://doi.org/10.52202/079017-2596
Author(s): Yang Liu, Wei Shen, Jean-François Ton, Hongning Wang, Xiaoying Zhang
Pages: 81717-81747 (31 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/079017-2596
Author(s): Yang Liu, Wei Shen, Jean-François Ton, Hongning Wang, Xiaoying Zhang
Pages: 81717-81747 (31 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)