ManimAgent: Self-Evolving Multimodal Agents for Visual Education
By Wenjia Jiang · Paper · cs.AI
Multi-round reflection lets agents built on large language models recover from failures within a single task, but each task remains an isolated episode: lessons learned across many reflection rounds on one task are discarded before the next begins. We study this gap on a code-gen