ToRL: Scaling Tool-Integrated RL

30 March 2025

Papers citing "ToRL: Scaling Tool-Integrated RL"

4 / 4 papers shown

Title
Reinforcing Multi-Turn Reasoning in LLM Agents via Turn-Level Credit Assignment Siliang Zeng Quan Wei William Brown Oana Frunza Yuriy Nevmyvaka Mingyi Hong LRM 0 0 0 17 May 2025
Agent RL Scaling Law: Agent RL with Spontaneous Code Execution for Mathematical Problem Solving Xinji Mai Haotian Xu X. Wu Weinong Wang Yingying Zhang Wenqiang Zhang ReLM LRM 36 0 0 12 May 2025
RM-R1: Reward Modeling as Reasoning Xiusi Chen Gaotang Li Zehua Wang Bowen Jin Cheng Qian ... Y. Zhang D. Zhang Tong Zhang Hanghang Tong Heng Ji ReLM OffRL LRM 165 1 0 05 May 2025
AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Ivan Moshkov Darragh Hanley Ivan Sorokin Shubham Toshniwal Christof Henkel Benedikt D. Schifferer Wei Du Igor Gitman ReLM LRM 45 2 0 23 Apr 2025