Hsiao-Ping Tsai

Inverse Attention-Weighted Model with Heterogeneous Spatio-Temporal Interaction Graph for Autonomous Navigation Systems

We propose a Res-Mlp-based attention mechanism for robotic navigation where dynamic and static obstacles coexist, enhancing collision avoidance and robot navigation. Traditional approaches struggle with predictive foresight and real-world complexity, limiting their applicability. To address these ch