Diagnosing Faults in Reinforcement Learning Simulators with Canonical Polynomial Invariants.

arXiv:2609.13194v2 Announce Type: replace-cross Abstract: A large literature incorporates physical structure into learned dynamics on the premise that models respecting the underlying physics should predict better. We test this premise using exact polynomial i