Section 01
导读 / 主楼:TRN-R1-Zero: A New Paradigm for Text-Rich Network Reasoning via Pure Reinforcement Learning
Introduction / Main Floor: TRN-R1-Zero: A New Paradigm for Text-Rich Network Reasoning via Pure Reinforcement Learning
This article introduces the TRN-R1-Zero framework, which trains large language models for text-rich network reasoning using pure reinforcement learning without supervised fine-tuning or distillation, achieving cross-domain zero-shot reasoning capabilities.