Author

Yuchen Zou

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Jul 2026

EmoAgent-R1: Towards Multimodal Emotion Understanding with Reinforcement Learning-based Dynamic Agent Specialization

A novel Reinforcement Learning-based Dynamic Agent Specialization framework to optimize the emotion recognition, reasoning, and generalization abilities of an MLLM with dynamic agent specialization based on reinforcement learning.

Li-Huang Fang, Yuchen Zou, Ke-Bing Jin et al. · arXiv.org · 1 citation