Prescribed-Performance Hidden-State Observer / results.json
Mechanism failed
1{
2 "seed": 7,
3 "device": "cpu",
4 "math_check": {
5 "ppo_max_normalized_innovation": 0.05261211797950599,
6 "fixed_max_normalized_innovation": 0.1764,
7 "ppo_final_normalized_innovation": 0.0,
8 "fixed_final_normalized_innovation": 1.952644492170087e-15,
9 "ppo_violations": 0,
10 "fixed_violations": 0,
11 "ppo_improves_over_fixed": true
12 },
13 "gain_sweep": {
14 "0.2": {
15 "max_abs_xi": 0.18,
16 "final_hat_e1": 0.17999999999999994
17 },
18 "1.4": {
19 "max_abs_xi": 0.18,
20 "final_hat_e1": 0.18
21 },
22 "5.0": {
23 "max_abs_xi": 0.999999,
24 "final_hat_e1": -9.075375969664337
25 },
26 "20.0": {
27 "max_abs_xi": 0.999999,
28 "final_hat_e1": -8.004042653744548
29 },
30 "100.0": {
31 "max_abs_xi": 0.999999,
32 "final_hat_e1": -70.74483032515116
33 },
34 "500.0": {
35 "max_abs_xi": 0.999999,
36 "final_hat_e1": 283.39220906967284
37 }
38 },
39 "prediction": {
40 "raw_gru_rmse": 0.27434405005522533,
41 "ppo_corrected_rmse": 1.6721383840673394,
42 "fixed_observer_rmse": 0.220714660226152,
43 "ppo_mean_abs_xi": 0.8831416114027965,
44 "ppo_max_abs_xi": 0.999999,
45 "ppo_fraction_envelope_violations": 0.0
46 }
47}