Dueling World Models: Advantage-Style Action Channels for Common-Mode Distractor Rejection

Jiazhuo Li, Yiming Fei, Zhiruo Zhou +1

Latent world models plan by predicting future states from an action, but when a scene contains motion the agent does not control, they quietly go action-blind: predictions for diff…