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Author

Jin-De Cao

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2026

AAFNet: An Asymmetric Feature Encoding and Active Energy Modulation Network for Multimodal Remote Sensing Forest Fire Detection

Forest fires pose severe ecological threats, yet dedicated multimodal architectures for such complex environments remain largely underexplored. Generic multimodal methods struggle to decouple heterogeneous physical properties, resist feature contamination during dynamic fusion, and preserve the fragile boundaries of mi...

Qin-Wen Li, Hai-Yan Li, Fu-Hua Ge et al. · 0 citations
Aug 2026

Reinforcement Learning-Based Optimization for Interval Type-2 Fuzzy Unknown Nonlinear System: An Zero-Sum Control Scheme.

A novel mode-free reinforcement learning (RL) algorithm is proposed for the optimal control of unknown nonlinear system presented by the interval type-2 fuzzy (IT2F) model. The optimal control is converted into a zero-sum game, where the control input and the external disturbance are the opposing competitors. Based on...

Runkun Li, Wen-Hai Qi, Guang-Deng Zong et al. · 0 citations

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