Agent Lightning v1.0: Towards Harnessed Agentic RL
Agent Lightning v1.0 enables reproducible reinforcement learning for arbitrary agent harnesses, substantially improving coding-agent performance with minimal data and compute.
Hugging Face · Daily Papers
·Zhiyuan He, Siwei Zhang
·
·▲ 16 upvotes
Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.
Autores: Zhiyuan He, Siwei Zhang, Zhiwen Zhou, Yuqing Yang, Yu Kang, Yuge Zhang
- 16 upvotes da comunidade
- Temas: agent harnesses, harnessed agentic RL, LLM endpoint proxy, retokenization, advantage calculation, loss normalization
Resumo
Resumo original (em inglês), extraído do paper:
Agent Lightning v1.0 enables reproducible reinforcement learning for arbitrary agent harnesses, substantially improving coding-agent performance with minimal data and compute.