Janus-Pro-R1: Advancing Collaborative Visual Comprehension and Generation via Reinforcement Learning

VRAG-RL: Empower Vision-Perception-Based RAG for Visually Rich Information Understanding via Iterative Reasoning with Reinforcement Learning