Asynchronous RLHF: Faster and More Efficient Off-Policy RL for Language Models

23 October 2024

Papers citing "Asynchronous RLHF: Faster and More Efficient Off-Policy RL for Language Models"

3 / 3 papers shown

Title
StreamRL: Scalable, Heterogeneous, and Elastic RL for LLMs with Disaggregated Stream Generation Yinmin Zhong Zili Zhang Xiaoniu Song Hanpeng Hu Chao Jin ... Changyi Wan Hongyu Zhou Yimin Jiang Yibo Zhu Daxin Jiang OffRL AI4TS 39 0 0 22 Apr 2025
Tapered Off-Policy REINFORCE: Stable and efficient reinforcement learning for LLMs Nicolas Le Roux Marc G. Bellemare Jonathan Lebensold Arnaud Bergeron Joshua Greaves Alex Fréchette Carolyne Pelletier Eric Thibodeau-Laufer Sándor Toth Sam Work OffRL 73 1 0 18 Mar 2025
Soft Policy Optimization: Online Off-Policy RL for Sequence Models Taco Cohen David W. Zhang Kunhao Zheng Yunhao Tang Rémi Munos Gabriel Synnaeve OffRL 60 0 0 07 Mar 2025