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Goal-reaching on 6,000 kg skid-steer robot off-road navigation (real world)

4.7Final Distance Error (cm)Enhanced RL (Lyapunov-like stabilizer)
4.5685.4596.357.241Jan 27, 2026

Evaluation results

MethodLinks
Enhanced RL (Lyapunov-like stabilizer)Goal-reaching Strategy=Enhanced RL2026.014.7—58.334.01
Benchmark RLGoal-reaching Strategy=Benchmark RL2026.015.5—61.334.25
Pure PursuitGoal-reaching Strategy=Pure Pursuit2026.018—69.015.1