TurnWise: turn-level GRPO improves when-to-answer in streaming video RL

_akhaliq · x · 2026-11-06

TurnWise is a turn-level GRPO framework giving each decision in a streaming conversation its own credit—rewarding turns that add information and penalizing repeats—instead of sharing one signal across all decisions. It outperforms prior RL methods on three streaming video benchmarks.

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