ResearchTrend.AI
The Art of Scaling Reinforcement Learning Compute for LLMs

The Art of Scaling Reinforcement Learning Compute for LLMs

Devvrit Khatri
Lovish Madaan
Rishabh Tiwari
Rachit Bansal
Sai Surya Duvvuri
Manzil Zaheer
Inderjit Dhillon
David Brandfonbrener
Rishabh Agarwal
ArXiv (abs)PDFHTMLHuggingFace (27 upvotes)Github (967★)

Papers citing "The Art of Scaling Reinforcement Learning Compute for LLMs"

1 / 1 papers shown
Title
Advantage Shaping as Surrogate Reward Maximization: Unifying Pass@K Policy Gradients
Advantage Shaping as Surrogate Reward Maximization: Unifying Pass@K Policy Gradients
Christos Thrampoulidis
Sadegh Mahdavi
Wenlong Deng
OffRL
44
0
0
27 Oct 2025