Right Ranking, Wrong Scale: Reproducing the Robotic World Model's Dynamics Model and Testing the Uncertainty of Its Follow-up Paper • 2611.02699 • Published 2 days ago
The Objective Is the Bottleneck: Latent World Models Encode What Their Planners Cannot Use Paper • 2608.12959 • Published Aug 13 • 1
The Evaluation Protocol Determines the Result: An Independent Reproduction of LeWorldModel on TwoRoom Paper • 2608.10145 • Published Aug 10
The Equilibrium Is the Initialization: Lazy Identity Collapse in Physics-Structured Deep Equilibrium Reasoning Paper • 2607.11116 • Published Jul 13