Dev Radar
Support
LiveUpdated 2026-09-19 18:39 UTC

🌍 New World Action Model in LeRobot ✨

🌍 New World Action Model in LeRobot ✨ LaWAM (CoRL 2026) replaces future-video generation with a single-step latent…

This is a dev post classified by Jev as Other (a launch), kept by the Dev Radar because it carries real work, not commentary.

🌍 New World Action Model in LeRobot ✨ LaWAM (CoRL 2026) replaces future-video generation with a single-step latent subgoal. Given an observation + language instruction, the policy predicts a latent action. A 230M Latent World Model decodes it into future visual features in ONE forward pass, and the action expert conditions on that predicted subgoal to produce the next chunk - dynamics-aware foresight, no iterative video rollout. 🎯 98.6% LIBERO · 91.22% RoboTwin · 90.0% real-world manipulation ⚡ 187ms / action chunk on A100, 10 denoising steps Thanks for the contribution by Zhongguancun A

Posted by LeRobot (20.1k followers) 2 days ago · 539 likes · 39.2k views · view the original post on X. Kept by the Dev Radar as Other. Tools mentioned: lerobot.

More dev work like this

Every post is read and classified by Jev (TypeSafe): what it is, which market it belongs to, and whether the link is a real tool. 12.2k posts from 4.7k X accounts over the last 21 days, 1.4k tools, 12 markets. Collected every 5 minutes, fully re-ranked every hour — last update 2026-09-19 18:39 UTC. Full method.