TRIAGE: Role-Typed Credit Assignment for Agentic Reinforcement Learning

TRIAGE: Role-Typed Credit Assignment for Agentic Reinforcement Learning

TRIAGE introduces a role-typed credit assignment framework that enhances agentic reinforcement learning by providing more nuanced credit assignment than standard GRPO methods.

Hugging Face · Daily Papers ·Yuanda Xu, Zhengze Zhou · ·▲ 6 upvotes

Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.

Autores: Yuanda Xu, Zhengze Zhou, Hejian Sang, Xiaomin Li, Jiaxin Zhang, Xinchen Du

  • 6 upvotes da comunidade
  • Temas: agentic reinforcement learning, credit assignment, GRPO, verifier outcome, semantic role axis, structured judge

Resumo

Resumo original (em inglês), extraído do paper:

TRIAGE introduces a role-typed credit assignment framework that enhances agentic reinforcement learning by providing more nuanced credit assignment than standard GRPO methods.

Onde ler

compartilhar: