The Crucial Role of Samplers in Online Direct Preference Optimization

The Crucial Role of Samplers in Online Direct Preference Optimization

29 September 2024

Simon S. Du

Papers citing "The Crucial Role of Samplers in Online Direct Preference Optimization"

4 / 4 papers shown

Title
SIMPLEMIX: Frustratingly Simple Mixing of Off- and On-policy Data in Language Model Preference Learning Tianjian Li Daniel Khashabi 50 0 0 05 May 2025
Ordering-based Conditions for Global Convergence of Policy Gradient Methods Jincheng Mei Bo Dai Alekh Agarwal Mohammad Ghavamzadeh Csaba Szepesvári Dale Schuurmans 50 4 0 02 Apr 2025
Can RLHF be More Efficient with Imperfect Reward Models? A Policy Coverage Perspective Jiawei Huang Bingcong Li Christoph Dann Niao He OffRL 61 0 0 26 Feb 2025
Larger or Smaller Reward Margins to Select Preferences for Alignment? Kexin Huang Junkang Wu Ziqian Chen Xue Wang Jinyang Gao Bolin Ding Jiancan Wu Xiangnan He X. Wang 35 0 0 25 Feb 2025