While it's not accurate to state that Huazhong University of Science and Technology and Beijing University of Posts and Telecommunications have jointly launched PR1, it is true that reinforcement learning is significantly advancing research in multimodal large language model (LLM) visual perception. Indeed, some models leveraging reinforcement learning have demonstrated superior performance compared to YOLOv3.