{ "seed": 7, "math_check": { "P": [ [ 1.2500000000000002, 0.25 ], [ 0.25000000000000006, 0.37500000000000006 ] ], "identity_error": 1.1102230246251565e-16, "gamma": 0.002734749554788495, "max_backup_u_on_certificate": 0.17404742623406258, "observed_min_neg_vdot_over_V": 0.7596534626874615, "predicted_rate_bound": 0.7596526541079154, "certificate_saturation_free": true }, "prediction_1_dissipation": "-Vdot/V >= 1/lambda_max(P) on unsaturated certificate", "prediction_2_horizon": "backward reachable volume is nondecreasing with T", "prediction_3_scaling": "quadratic certificate area scales as terminal_radius^2", "certificate_scaling_sweep": [ { "terminal_radius": 0.03, "certified_area": 0.0033698514343115014, "area_over_base": 0.25, "predicted_ratio": 0.25 }, { "terminal_radius": 0.06, "certified_area": 0.013479405737246005, "area_over_base": 1.0, "predicted_ratio": 1.0 }, { "terminal_radius": 0.12, "certified_area": 0.05391762294898402, "area_over_base": 4.0, "predicted_ratio": 4.0 }, { "terminal_radius": 0.18, "certified_area": 0.12131465163521406, "area_over_base": 9.0, "predicted_ratio": 9.0 } ], "reachability_sweep": [ { "T": 0.5, "volume": 0.025200000000000007, "fraction": 0.0018812147272238647 }, { "T": 1.0, "volume": 0.08280000000000001, "fraction": 0.006181134103735555 }, { "T": 2.0, "volume": 0.6228000000000001, "fraction": 0.046492878258532655 }, { "T": 3.0, "volume": 3.387600000000001, "fraction": 0.2528890083310938 }, { "T": 4.0, "volume": 8.341200000000002, "fraction": 0.6226820747110992 } ], "input_saturation_sweep": [ { "kp": 0.5, "saturated_fraction": 0.7165775401069518 }, { "kp": 1.0, "saturated_fraction": 0.7486631016042781 }, { "kp": 2.0, "saturated_fraction": 0.6737967914438503 }, { "kp": 4.0, "saturated_fraction": 0.9090909090909091 }, { "kp": 8.0, "saturated_fraction": 0.9090909090909091 } ], "certified_rollout_audit": { "n": 500, "safe_rate": 1.0, "terminal_rate": 1.0, "max_violation": 0.0, "horizon": 4.0 }, "policy_comparison": { "n": 1000, "baseline_violation_rate": 0.962, "shield_violation_rate": 0.228, "baseline_mean_violation": 14.94174058032316, "shield_mean_violation": 0.08638416745996397, "shield_mean_switches": 628.568 } }