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Abstract: This paper proposes a novel LSTM-KAN networks that combines Long Short-Term Memory Networks (LSTM) and Kolmogorov-Arnold Networks (KAN), and tests the performance of this network in handling ...

Abstract: Vehicle trajectory prediction (VTP) is an important task that can enhance the safety and efficiency of autonomous driving. However, existing VTP methods often struggle to fully extract ...