VCRL: Variance-based Curriculum Reinforcement Learning for Large Language Models Paper • 2509.19803 • Published 12 days ago • 115
PVPO: Pre-Estimated Value-Based Policy Optimization for Agentic Reasoning Paper • 2508.21104 • Published Aug 28 • 32
Beyond Pass@1: Self-Play with Variational Problem Synthesis Sustains RLVR Paper • 2508.14029 • Published Aug 19 • 118