AUG 7, 2026 · PREPRINT
Beyond Myopic World Models: Long-Horizon End-to-End Training for Direct Future Prediction
arXiv
This is a machine learning methods paper presenting a novel architectural approach and training objective for world models, evaluated on simulation benchmarks without clinical, biological, or real-world validation outcomes.
Study details
InterventionDirect Prediction World Model (DPWM): a non…
ComparatorRecursive world-model baselines trained wit…