Agentic Learner with Grow-and-Refine Multimodal Semantic Memory

Weihao Bo, Shan Zhang, Yanpeng Sun +9

MLLMs exhibit strong reasoning on isolated queries, yet they operate de novo -- solving each problem independently and often repeating the same mistakes. Existing memory-augmented…