Author name: Enze Pan

arXiv:2604.18026v1 Announce Type: new
Abstract: Many deployed systems expose black-box objectives whose minimizing configuration shifts with an externally observed context. When contexts revisit a small set of latent regimes, an optimizer that discard…

arXiv:2601.04695v2 Announce Type: replace-cross
Abstract: Out-of-distribution generalization in reinforcement learning is hard to diagnose when benchmark shifts mix dynamics, observations, goals, and rewards. We address this with Tape, a controlled be…