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Here, the goal is on lane 0 but ego terminates on lane 2.
DistToDestination
cost ==dist_along_road
which is 0 in this situation.DistToDestination
cost ==dist_along_road + lane_error*lane_width
in this situation.Changes made:
RoadMap.Route
now optionally stores the start and end lanes of the route.DistToDestination
metric now adds lane error penalty when agent terminates in different lane but same road as the goal position.