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CARE: corrective data generation and FSR-Bench evaluation for robotic manipulation
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GITHUB · launched Sep 17, 2026 · 26 upvotes (top 31%) · 0 views
Niche: robot learning frameworks · 102 launches, 6 in the last 7 days ▼ -50% · Explore this niche →
Category and tags
- Horizontal
- Data infrastructure
- Developer
- AI-native
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 102 launches in robot learning frameworks →
Could you build this?
No This is advanced robotics research involving corrective synthetic data generation and a benchmark (FSR-Bench) for physical robotic manipulation policies.
What it would actually take: A functional reproduction requires physics-based robotic simulators (e.g., Isaac Gym, MuJoCo, or SAPIEN) coupled with imitation learning algorithms (e.g., Diffusion Policy, ACT) and custom failure-recovery data synthesis pipelines. It requires deep expertise in robotic kinematics, sensorimotor control, reinforcement learning, and high-performance simulation clusters to evaluate manipulation trajectories.
Competitors
Other products that read as similar to this one : 3071 launches clear the similarity bar, closest 8 shown.
Attention rank: #894 of 3072 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 323 days after the earliest competitor.
- ocbench · github · 2026-10-05 · 85 upvotes · similarity 0.74
- Sureform: Turning physical expertise into training data for world models and robotics · yc · 2026-02-23 · 9 upvotes · similarity 0.65
- FlashDexRetarget · github · 2026-10-04 · 40 upvotes · similarity 0.64
- robosimstudio · github · 2026-10-12 · 156 upvotes · similarity 0.62
- supermimic_manipulation · github · 2026-10-25 · 39 upvotes · similarity 0.62
- robotics · github · 2026-10-30 · 38 upvotes · similarity 0.61
- Motus2 · github · 2026-09-11 · 35 upvotes · similarity 0.61
- Moving Atoms : World Models for Robots · yc · 2026-08-17 · 5 upvotes · similarity 0.61
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