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ResearchOctober 5, 2026

THPL: A Vision-to-Language Decision Support Framework for Rainbow Trout Feeding Management in RAS

In Recirculating Aquaculture Systems (RAS), precision feeding is critical for minimizing costs and improving fish welfare. However, existing methods lack cognitive alignment between fish behaviors and management knowledge, impeding translation into executable, interpretable…

Meng Liang, Guanbo Feng, Haozhuang Chi, Shilong Zhao, Zhixin Xiong, Yuhang He, Wenfeng Han, Tianhao Zhao, Zhihong Ma, Ying Liu·arXiv — cs.AI
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Key Takeaways
  • 01.In Recirculating Aquaculture Systems (RAS), precision feeding is critical for minimizing costs and improving fish welfare
  • 02.However, existing methods lack cognitive alignment between fish behaviors and management knowledge, impeding translation into executable, interpretable…

This material is provided as an extended analytical summary.

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