TTRSD: Test-Time Reinforcement Learning with Self-Distillation for Vision-Language Models.

arXiv:2609.33414v1 Announce Type: cross Abstract: Test-time reinforcement learning enables vision-language models (VLMs) to adapt using unlabeled inputs. However, repeated sampling under fixed visual conditions can reinforce shared perceptual errors, while seq