Autonomous Driving › Selected Notation

Michael BrenndoerferJuly 28, 20261 min read
World Models HandbookAll chapters
Part 10 of 12Application Domains
Chapter 58Autonomous Driving › Selected Notation
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Three quantities used in the toy experiment and its display are:

  • K: Number of candidate trajectory modes; this synthetic comparison uses K=2K=2.
  • sigma: Width of the display-only Gaussian smoothing kernel used to turn sampled center positions into the empirical per-time position grid; it is not a calibrated sensor-noise parameter.
  • T_pred: Prediction horizon in timesteps. Longer horizons can make regression and candidate coverage harder when behavior branches or uncertainty grows; horizon length alone does not imply more modes.