Lifting the Information Ratio: An Information-Theoretic Analysis of Thompson Sampling for Contextual Bandits

Item #:

068431-0689

Details

DOI: https://doi.org/10.52202/068431-0689
Author(s): Gergely Neu, Iuliia Olkhovskaia, Matteo Papini, Ludovic Schwartz
Pages: 9486-9498 (13 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/10.52202/068431-0689
Author(s): Gergely Neu, Iuliia Olkhovskaia, Matteo Papini, Ludovic Schwartz
Pages: 9486-9498 (13 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)