Survey of Self-Evolving Multimodal Agent Transfer

This survey analyzes why self-improvement mechanisms for multimodal agents often fail to transfer across different scenarios. It categorizes agent evolution into a three-stage loop: experience generation, feedback acquisition, and update consolidation.