Dual-Grained Agent Memory and Shapley Context Attribution for Multimodal Agentic Learner

Jieke Wang, Tiancheng Shen, Yibo Yang +1

Frontier multimodal large language models (MLLMs) deliver impressive perception yet still falter on scientific and mathematical reasoning. Parameter-level adaptation is unavailable…