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MemBodied

Recurrent associative memory for vision-language-action models. Official implementation of MemBodied.

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GITHUB · launched Sep 23, 2026 · 9 upvotes (top 80%) · 4 views

Niche: robot learning frameworks · 102 launches, 7 in the last 7 days ▼ -36% · Explore this niche →

Category and tags

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

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Could you build this?

No This is frontier academic robotics research introducing recurrent associative memory mechanisms for Vision-Language-Action (VLA) models on real physical robots.

What it would actually take: Requires robotics hardware (e.g., robotic arms with low-latency controllers), advanced deep learning architectures in PyTorch incorporating custom recurrent associative memory layers, imitation learning/reinforcement learning pipelines, and physical robot real-time inference loops. Needs a team of robotics and embodied AI research scientists.

Competitors

Other products that read as similar to this one : 2286 launches clear the similarity bar, closest 8 shown.

Attention rank: #1844 of 2287 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 328 days after the earliest competitor.

  • reki · github · 2026-10-15 · 24 upvotes · similarity 0.76
  • ActionPiece · github · 2026-09-12 · 13 upvotes · similarity 0.72
  • CofactVLA · github · 2026-10-21 · 16 upvotes · similarity 0.71
  • Remory · github · 2026-10-07 · 43 upvotes · similarity 0.68
  • alpha-s · github · 2026-09-17 · 16 upvotes · similarity 0.67
  • MemAdapter · github · 2026-10-04 · 27 upvotes · similarity 0.66
  • psi-0.6 · github · 2026-10-26 · 16 upvotes · similarity 0.64
  • WinARDet · github · 2026-10-13 · 17 upvotes · similarity 0.63

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