2026
From Imagined Futures to Executable Actions: Mixture of Latent Actions for Robot Manipulation
ICML 2026poster
Video generation models offer a promising imagination mechanism for robot manipulation by predicting long-horizon future observations, but effectively exploiting these imagined futures for action execution remains challenging. Existing approaches either condition policies on predicted frames or dire…