Turns Matter: Advancing Streaming Video RL via Turn-Level Credit

TurnWise is a turn-level Group Relative Policy Optimization framework for streaming video that assigns credit to individual decisions using silence-completed prefix scoring and turn-mean policy optimization to reduce redundancy and improve response quality.