RoboTALES: Learning Reasoning-Guided Robot Policies via Task-Aligned Simulated Futures

Hanan Gani, Tejal Kulkarni, Madhoolika Chodavarapu +2

Pretrained video generative models are promising backbones for visuomotor control, but their imagined futures often drift from task intent and are not reliably action-conditional.…