Adaptive Physics-Lifted Koopman State Space / results.json

✓✓ Beats tuned baseline

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 1{
 2  "seed": 7,
 3  "math": {
 4    "rls_batch_max_error": 1.1102230246251565e-16,
 5    "adaptation_timescale": 14.285714285714295,
 6    "measured_63pct_steps": 14,
 7    "rho_0.8_power29": 0.0015474250491067279
 8  },
 9  "stability_boundary": [
10    {
11      "scale": 0.8,
12      "rho": 0.8,
13      "power40_norm": 0.00013292279957849188
14    },
15    {
16      "scale": 0.99,
17      "rho": 0.99,
18      "power40_norm": 0.6689717585696803
19    },
20    {
21      "scale": 1.01,
22      "rho": 1.01,
23      "power40_norm": 1.4888637335882213
24    },
25    {
26      "scale": 1.2,
27      "rho": 1.2,
28      "power40_norm": 1469.7715679690843
29    }
30  ],
31  "adaptive_linear_lambda_0.98": {
32    "post_shift_rmse_first20": 0.034021726508715704,
33    "post_shift_rmse_last100": 0.004578612613068732,
34    "max_rho": 0.6407353349672812
35  },
36  "adaptive_lifted_lambda_0.98": {
37    "post_shift_rmse_first20": 0.030422480653875747,
38    "post_shift_rmse_last100": 0.001996588729025796,
39    "max_rho": 0.8840552385715742
40  },
41  "adaptive_linear_lambda_0.95": {
42    "post_shift_rmse_first20": 0.02769023180551027,
43    "post_shift_rmse_last100": 0.003789091805843696,
44    "max_rho": 0.6356948326943238
45  },
46  "adaptive_lifted_lambda_0.95": {
47    "post_shift_rmse_first20": 0.023485422367472066,
48    "post_shift_rmse_last100": 8.281739243506176e-05,
49    "max_rho": 0.9279929704231076
50  },
51  "adaptive_linear_lambda_0.9": {
52    "post_shift_rmse_first20": 0.02139057502658881,
53    "post_shift_rmse_last100": 0.003129490670287441,
54    "max_rho": 0.6264649096620113
55  },
56  "adaptive_lifted_lambda_0.9": {
57    "post_shift_rmse_first20": 0.016917624475056826,
58    "post_shift_rmse_last100": 6.399586561483914e-05,
59    "max_rho": 0.9964168141866298
60  },
61  "frozen_linear": {
62    "post_shift_rmse_first20": 0.12186854228974704,
63    "post_shift_rmse_last100": 0.11414331440491231
64  },
65  "frozen_lifted": {
66    "post_shift_rmse_first20": 0.12186854228974704,
67    "post_shift_rmse_last100": 0.11414331440491231
68  },
69  "50step_post_shift_rollout_mse": {
70    "adaptive_lifted": 0.0002027360320200438,
71    "frozen_lifted": 0.004380075338879525
72  }
73}