DreamWAM: Beyond RGB Future Prediction for World Action Models

Shanglin Yuan, Weiheng Zhao, Xin Shi +6

World Action Models (WAMs) learn action-relevant representations by predicting how the observed world will evolve. Most existing WAMs define this future in RGB space, where task-re…