Turns Matter: Advancing Streaming Video RL via Turn-Level Credit
TurnWise is proposed, a turn-level GRPO framework that aligns learning with individual streaming decisions and addresses the mismatch between trajectory-level feedback and turn-level interaction, promoting informative responses and reducing redundancy in streaming video understanding.
Shuai Dong, Kang-Hui Tian, Ling-Han Chen et al.
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