Astra-on-RoboMME
A three-tier system for memory-augmented robotic manipulation: Astra plans, a small VLM monitors, and a VLA acts. 79.13% success on RoboMME.
Details
- External ID
- 1380417106
- Source
- GITHUB
- Company
- —
- Product
- Astra-on-RoboMME
- Website domain
- github.io
- Launched
- Sept. 21, 2026
- Cohort
- —
- Upvotes
- 19
- Upvotes percentile
- 0.5840379195490648
- Tags
- —
- Fetched at
- Sept. 25, 2026, 5:02 p.m.
- Updated at
- Sept. 25, 2026, 5:02 p.m.
Enrichment
- Theme
- embodied AI and robotics platforms
- Vertical
- Manufacturing
- Function
- Hardware & robotics
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- memory-augmented robotic manipulation system using vlm and vla
- Manually corrected
- False
Could you build this?
No This is frontier academic robotics research from Stanford combining visual-language-action (VLA) models, hierarchical planner architectures, and evaluation on real/simulated robotic manipulation benchmarks.
What it would actually take: The implementation requires a distributed robotics architecture integrating simulated/physical robotic manipulators (e.g., via ROS2 or RoboMME benchmark harnesses), low-latency VLA action inference runtimes, and multi-tier VLM reasoning loops. The hard parts are training/fine-tuning custom subtask completion monitors (System 1.5), optimizing closed-loop latency to prevent control instability, and benchmarking across complex physical manipulation datasets. This demands a specialized robotics research team with access to GPU clusters and robotic environments.
Competitors
Other products that read as similar to this one — 788 launches clear the similarity bar, closest 8 shown.
Attention rank: #308 of 789 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 327 days after the earliest competitor.
- llm-robotics-playground · github · 2026-09-17 · 149 upvotes · similarity 0.64
- HINT · github · 2026-09-18 · 26 upvotes · similarity 0.60
- Origami Robotics: Make AI to Learn Physical Skills Easier than Ever · yc · 2026-03-05 · 17 upvotes · similarity 0.58
- Avea Robotics - The human-in-the-loop system for robots · yc · 2026-06-01 · 13 upvotes · similarity 0.58
- care · github · 2026-09-17 · 26 upvotes · similarity 0.57
- Demo2Skill · github · 2026-09-17 · 9 upvotes · similarity 0.57
- ManiLoop · github · 2026-09-16 · 12 upvotes · similarity 0.56
- Moving Atoms : World Models for Robots · yc · 2026-08-17 · 5 upvotes · similarity 0.55
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a hardware & robotics tool for Horizontal yet.