Turns Matter: Advancing Streaming Video RL via Turn-Level Credit
Paper • 2611.06728 • Published • 70
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VisionHOPE: Visual Backbones as Self-Modifying Learning Systems
Paper • 2609.33325 • Published • 58
The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation
Paper • 2609.36484 • Published • 168
False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents
Paper • 2609.39102 • Published • 150