一作ACL 2026Poster· Natural Language Processing
DORA : A Dual-Objective Reinforcement Learning Framework for Effective and Efficient Multimodal Agentic Search
Guangming Qin · Yuhao Deng · Yukun Zhao · Zhenyang Li · Junfeng Wang · Dawei Yin · Ye Yuan · Guoren Wang · Yizhou Yan · Chengliang Chai · Lei Cao
摘要
The most recent research uses reinforcement learning (RL) to post-train Multi-modal Large Language Models (MLLMs) such that these models are able to iteratively call search engines to dynamically access external knowledge when handling complex Visual Question Answering (VQA) tasks. However, exist...