A direct endpoint-prediction world model trained on long-horizon objectives substantially beats recursively-rolled-out baselines, and the objective, not the backbone, drives the improvement.
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Beyond Myopic World Models: Long-Horizon End-to-End Training for Direct Future Prediction
A direct endpoint-prediction world model trained on long-horizon objectives substantially beats recursively-rolled-out baselines, and the objective, not the backbone, drives the improvement.