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I´d also recommend using the sbpl_lattice_planner. We selectively use it on our double Ackermann steering USAR robots in case our exploration planner generates a plan that cannot be followed by the vehicle (because it would need to turn in place). That approach works pretty well both in simulation and with the real robot.