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turn-wise-rl

Code for "Turns Matter: Advancing Streaming Video RL via Turn-Level Credit".

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GITHUB · launched Nov 4, 2026 · 67 upvotes (top 54%) · 0 views

Niche: reinforcement learning frameworks · 72 launches, 3 in the last 7 days · Explore this niche →

Category and tags

  • Horizontal
  • Model & infra
  • Developer
  • AI-native
  • Hobby / open-source project

Visit website ↗ Source listing ↗

Could you build this?

No This is research code for a paper on turn-level credit assignment in reinforcement learning for streaming video. Reproducing and extending it requires ML research expertise and substantial GPU compute.

What it would actually take: A real version would be a video-language model with an RL training loop, a turn-level credit assignment method from the paper, and large-scale video datasets. It needs ML research skills, distributed GPU training, and experiment iteration to match reported results, which vibe coding cannot supply.

Competitors

Other products that read as similar to this one : 974 launches clear the similarity bar, closest 8 shown.

Attention rank: #515 of 975 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 370 days after the earliest competitor.

  • SenseNova-6.8-Code2Video · github · 2026-10-24 · 75 upvotes · similarity 0.49
  • Weebox · github · 2026-10-27 · 24 upvotes · similarity 0.47
  • libfpv · github · 2026-10-12 · 23 upvotes · similarity 0.46
  • StreamingSwap · github · 2026-10-20 · 24 upvotes · similarity 0.45
  • playgta5 · github · 2026-10-07 · 1335 upvotes · similarity 0.45
  • turnloop · github · 2026-09-14 · 10 upvotes · similarity 0.45
  • acala-divx-dvd-player-assist · github · 2026-11-10 · 102 upvotes · similarity 0.45
  • Switch2Recomp · github · 2026-11-09 · 16 upvotes · similarity 0.44

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.