ResearchBenchmarksSafe Reinforcement Learning on Lane FollowingFollow100Verified Rate (80)VSRL88.0491.14594.2597.355May 25, 2024Evaluation ResultsMethodMethodLinksVerified Rate (80)Max Verified Constraint ValueEmpirical Rate (80)Empirical Rate (500)Average RewardVSRL2024.05100801001002,145RESPO2024.0599.8799.999.93,837MBPPO2024.0599.7899.999.93,825CAP2024.0599.5799.999.93,574CBF-RL2024.0598.7799.999.93,317PPO-Lag2024.0598.6799.999.93,266PPO-PID2024.0588.5899.999.93,276