Turns Matter: Advancing Streaming Video RL via Turn-Level Credit Paper • 2611.06728 • Published 12 days ago • 70
HexaShell: A Thin Harness for Exploring the Limits of VLM Agents as Robot Coding Agents Paper • 2610.23479 • Published about 1 month ago • 81
MJev-Spatial: System One Spatial Intelligence via Native Attention Matching Paper • 2610.22276 • Published Oct 15 • 82
LoGRA: Scaling LLM Reinforcement Learning with Low-Rank Gradient Sketches Paper • 2610.06647 • Published Oct 5 • 35
The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation Paper • 2609.36484 • Published Sep 29 • 168