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Shuai-Tong Wang

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Preprint Jul 2026

Learning a System-Level Surrogate for Hydraulic Excavators: A Simulation-to-Real LSTM Approach

Developing autonomous hydraulic excavators is constrained by limited access to physical machines and the high cost of real-world experimentation. This paper proposes a simulation-to-real framework for learning a system-level digital surrogate using Long Short-Term Memory (LSTM) networks. Instead of modeling internal dy...

Shuai-Tong Wang, Shen Wang, Qiang Wang et al. · 0 citations

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