RNCOA Aggregated Collision Loss / results.json
Mechanism failed
1{
2 "seed": 531,
3 "analytic_cases": {
4 "left_safe": {
5 "rncoa_loss": 1.0927461385726929,
6 "independent_loss": 0.0,
7 "collision": false,
8 "constraint_residuals": [
9 1.100000023841858,
10 -2.4000000953674316
11 ],
12 "rncoa_v1": 1.0927461385726929,
13 "rncoa_v2": 0.0
14 },
15 "collision": {
16 "rncoa_loss": 0.0,
17 "independent_loss": 0.4000000059604645,
18 "collision": true,
19 "constraint_residuals": [
20 -0.30000001192092896,
21 -1.2999999523162842
22 ],
23 "rncoa_v1": 0.0,
24 "rncoa_v2": 0.0
25 },
26 "right_safe": {
27 "rncoa_loss": 0.09274613857269287,
28 "independent_loss": 0.0,
29 "collision": false,
30 "constraint_residuals": [
31 -1.399999976158142,
32 0.10000002384185791
33 ],
34 "rncoa_v1": 0.0,
35 "rncoa_v2": 0.09274613857269287
36 },
37 "straddling": {
38 "rncoa_loss": 0.0,
39 "independent_loss": 0.20000000298023224,
40 "collision": true,
41 "constraint_residuals": [
42 -1.2000000476837158,
43 -2.200000047683716
44 ],
45 "rncoa_v1": 0.0,
46 "rncoa_v2": 0.0
47 }
48 },
49 "smooth_extreme_errors": [
50 {
51 "tau": 0.2,
52 "smax_error": 0.0013432502746582031,
53 "smin_error": 0.0013431310653686523
54 },
55 {
56 "tau": 0.1,
57 "smax_error": 4.5299530029296875e-06,
58 "smin_error": 4.649162292480469e-06
59 },
60 {
61 "tau": 0.05,
62 "smax_error": 0.0,
63 "smin_error": 0.0
64 },
65 {
66 "tau": 0.01,
67 "smax_error": 0.0,
68 "smin_error": 0.0
69 }
70 ],
71 "sampled_confusion": {
72 "n": 10000,
73 "collision_rate": 0.5219,
74 "zero_loss_rate_on_collisions": 1.0,
75 "zero_loss_rate_on_safe": 0.010458063166701528,
76 "false_negative_count": 5219,
77 "false_positive_count": 4731
78 },
79 "optimization": {
80 "independent": {
81 "initial_training_loss": 1.600000023841858,
82 "final_eval_loss": 0.0,
83 "final_vertices": [
84 -0.25335,
85 1.27876,
86 1.27606,
87 -0.24983
88 ],
89 "exact_collision": true
90 },
91 "rncoa": {
92 "initial_training_loss": 0.0,
93 "final_eval_loss": 0.0,
94 "final_vertices": [
95 0.45,
96 0.55,
97 0.65,
98 0.35
99 ],
100 "exact_collision": true
101 }
102 },
103 "interpretation": "With obstacle interval [0,1], the displayed inequalities encode the wrong disjunctive direction for collision avoidance: gamma=0 is feasible for bodies inside/straddling the obstacle and infeasible for bodies wholly outside."
104}