Exploit Reward Shifting in Value-Based Deep-RL: Optimistic Curiosity-Based Exploration and Conservative Exploitation Via Linear Reward Shaping

Item #:

068431-2734

Details

DOI: https://doi.org/10.52202/068431-2734
Author(s): Jian Guo, Lei Han, Xiaoteng Ma, Hao Sun, Rui Yang, Bolei Zhou
Pages: 37719-37734 (16 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/10.52202/068431-2734
Author(s): Jian Guo, Lei Han, Xiaoteng Ma, Hao Sun, Rui Yang, Bolei Zhou
Pages: 37719-37734 (16 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)