Beckmann World Models: Direct Terminal-Map Learning for One-Step Action-Conditioned Prediction

Adam Lee, Shobhit Agarwal, June Pyo Suh

Action-conditioned world models support planning and policy evaluation by predicting future states. However, learning an accurate one-step predictor can require substantial trainin…