ASTER: Agentic Scaling with Tool-integrated Extended Reasoning

Xuqin Zhang, Quan He, Zhenrui Zheng +3

Reinforcement learning (RL) has emerged as a dominant paradigm for eliciting long-horizon reasoning in Large Language Models (LLMs). However, scaling Tool-Integrated Reasoning (TIR…