docs: add explanation for using KD∈[0,1] to control lateral target (no new KB)#2
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Motivation
KJ/KD/KTwhile enabling left-to-right lateral bias viaKDwithout introducing a newKBparameter.KDto a lateral targetl_refand explain the resulting cost interpretation to guide tuning.Description
docs/18.mddocumenting thatKDis repurposed to represent both the lateral target position and the bias weight while keeping the three-weight cost structure unchanged.l_ref = -MAX_ROAD_WIDTH + 2.0 * MAX_ROAD_WIDTH * KDand the replacement of the old offset termabs(tfp.l[-1])withabs(tfp.l[-1] - l_ref)normalized asraw_bias_error / (2.0 * MAX_ROAD_WIDTH).KJ,KD, andKTwithKT = 1.0 - KJ - KDafter renormalizingKJandKDwhen their sum exceeds1.0.KDcontrols both target side and follow-through strength.Testing
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