Hugging Face's logo

Spaces:
ParetoOptimal
/
hcm21
Paused

App Files Community
hcm21
File size: 3,204 Bytes
670ccf0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
{
  "seeds": [
    42,
    99,
    123,
    456,
    789
  ],
  "size": 300,
  "null": {
    "runs": [
      {
        "seed": 42,
        "final_score": 0.2782
      },
      {
        "seed": 99,
        "final_score": 0.2299
      },
      {
        "seed": 123,
        "final_score": 0.2406
      },
      {
        "seed": 456,
        "final_score": 0.2509
      },
      {
        "seed": 789,
        "final_score": 0.2367
      }
    ],
    "mean": 0.2473,
    "std": 0.0169
  },
  "random": {
    "runs": [
      {
        "seed": 42,
        "final_score": 0.3081,
        "quarterly_rewards": [
          -0.1166,
          -0.0951,
          -0.1078,
          -0.129,
          -0.1355
        ],
        "total_steps": 65
      },
      {
        "seed": 99,
        "final_score": 0.234,
        "quarterly_rewards": [
          -0.104,
          -0.119,
          -0.1254,
          -0.1448,
          -0.155
        ],
        "total_steps": 60
      },
      {
        "seed": 123,
        "final_score": 0.2524,
        "quarterly_rewards": [
          -0.0775,
          -0.1175,
          -0.1399,
          -0.1465,
          -0.1536
        ],
        "total_steps": 68
      },
      {
        "seed": 456,
        "final_score": 0.2782,
        "quarterly_rewards": [
          -0.1001,
          -0.105,
          -0.1477,
          -0.1059,
          -0.1396
        ],
        "total_steps": 61
      },
      {
        "seed": 789,
        "final_score": 0.236,
        "quarterly_rewards": [
          -0.1078,
          -0.1071,
          -0.1162,
          -0.16,
          -0.1542
        ],
        "total_steps": 66
      }
    ],
    "mean": 0.2617,
    "std": 0.0281
  },
  "heuristic": {
    "runs": [
      {
        "seed": 42,
        "final_score": 0.4738,
        "quarterly_rewards": [
          -0.0726,
          -0.0143,
          -0.0948,
          0.0218,
          -0.056,
          0.0082
        ],
        "total_steps": 138
      },
      {
        "seed": 99,
        "final_score": 0.4255,
        "quarterly_rewards": [
          -0.0988,
          -0.0614,
          -0.0593,
          -0.0849,
          0.0855,
          -0.0776
        ],
        "total_steps": 140
      },
      {
        "seed": 123,
        "final_score": 0.4121,
        "quarterly_rewards": [
          -0.0956,
          -0.1063,
          -0.0552,
          -0.0355,
          0.0053,
          -0.024
        ],
        "total_steps": 137
      },
      {
        "seed": 456,
        "final_score": 0.4402,
        "quarterly_rewards": [
          -0.0791,
          -0.0784,
          0.0154,
          -0.0865,
          -0.103,
          0.132
        ],
        "total_steps": 138
      },
      {
        "seed": 789,
        "final_score": 0.4871,
        "quarterly_rewards": [
          -0.0756,
          -0.0746,
          -0.0764,
          0.0057,
          -0.1073,
          0.0566
        ],
        "total_steps": 143
      }
    ],
    "mean": 0.4477,
    "std": 0.0285
  }
}