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Path Planning and Obstacle Avoidance on Robotic Obstacle Avoidance Scenarios

1.5604Obstacle ClearanceFocusedIKNet
0.4993920.7748461.05031.325754Dec 29, 2025

Evaluation results

MethodLinks
FocusedIKNetTop Features (SHAP)=qz, qw, y, Top Features (Custom)=qy, z, qx2025.121.56043.7536—
Original IKNetTop Features (SHAP)=qz, qw, qx, Top Features (Custom)=z, qy, x2025.120.99323.2966—
ImprovedIKNetTop Features (SHAP)=qz, qw, qy, Top Features (Custom)=qy, qw, qz2025.120.54022.8651—