Work

Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR

Year: 2026

Type: conference-paper

Abstract: Haobo Xu, Sirui Chen, Ruizhong Qiu, Yuchen Yan, Chen Luo, Monica Xiao Cheng, Jingrui He, Hanghang Tong. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.

Source: Proceedings of the conference - Association for Computational Linguistics. Meeting

DOI: 10.18653/v1/2026.acl-long.632

Authors: Haobo Xu, Sirui Chen, Ruizhong Qiu, Yuchen Yan, Chen Luo, Monica Xiao Cheng, Jingrui He, Hanghang Tong

Institutions: University of Illinois Urbana-Champaign, Amazon (United States)

Language: English

Topic: Reinforcement Learning in Robotics

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

Funder: National Science Foundation

Award: Collaborative Research: Towards a Theoretic Foundation for Optimal Deep Graph Learning

OpenAlex ID: W7166805996

FWCI:

Cites:

Cited by:

Related to: 10