CD-LAM: Causally Debiased Latent Action Model for Embodied Action Conditioned World Models
2026-07-12
A LAM-side causal debiasing method for continuous latent actions — removing action-irrelevant confounders before world-model training. −42%/−26% action-following error and >12× fewer training updates vs. DreamDojo.




