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config_id
int64 0
255
| training_steps
int64 5k
10M
| performance
float64 -3,734.97
34.6k
| hp_config.buffer_batch_size
int64 16
256
| hp_config.buffer_prio_sampling
bool 2
classes | hp_config.buffer_size
int64 1.1k
1,000k
| hp_config.initial_epsilon
float64 0.5
1
| hp_config.learning_rate
float64 0
0.1
| hp_config.learning_starts
int64 1
32.7k
| hp_config.target_epsilon
float64 0
0.2
| hp_config.use_target_network
bool 2
classes | hp_config.buffer_alpha
float64 0.02
0.98
⌀ | hp_config.buffer_beta
float64 0.01
1
⌀ | hp_config.buffer_epsilon
float64 0
0
⌀ | hp_config.target_update_interval
float64 1
2k
⌀ | seed
int64 0
9
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
20
| 1,000,000
| 578.125
| 64
| true
| 517,873
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| 0.00384
| 13,596
| 0.113519
| true
| 0.153399
| 0.493176
| 0.000003
| 1,881
| 9
|
20
| 2,000,000
| 4,437.5
| 64
| true
| 517,873
| 0.566034
| 0.00384
| 13,596
| 0.113519
| true
| 0.153399
| 0.493176
| 0.000003
| 1,881
| 9
|
20
| 3,000,000
| 4,460.9375
| 64
| true
| 517,873
| 0.566034
| 0.00384
| 13,596
| 0.113519
| true
| 0.153399
| 0.493176
| 0.000003
| 1,881
| 9
|
20
| 4,000,000
| 921.875
| 64
| true
| 517,873
| 0.566034
| 0.00384
| 13,596
| 0.113519
| true
| 0.153399
| 0.493176
| 0.000003
| 1,881
| 9
|
20
| 5,000,000
| 2,000
| 64
| true
| 517,873
| 0.566034
| 0.00384
| 13,596
| 0.113519
| true
| 0.153399
| 0.493176
| 0.000003
| 1,881
| 9
|
20
| 6,000,000
| 1,000
| 64
| true
| 517,873
| 0.566034
| 0.00384
| 13,596
| 0.113519
| true
| 0.153399
| 0.493176
| 0.000003
| 1,881
| 9
|
20
| 7,000,000
| 0
| 64
| true
| 517,873
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| 0.00384
| 13,596
| 0.113519
| true
| 0.153399
| 0.493176
| 0.000003
| 1,881
| 9
|
20
| 8,000,000
| 1,343.75
| 64
| true
| 517,873
| 0.566034
| 0.00384
| 13,596
| 0.113519
| true
| 0.153399
| 0.493176
| 0.000003
| 1,881
| 9
|
20
| 9,000,000
| 3,000
| 64
| true
| 517,873
| 0.566034
| 0.00384
| 13,596
| 0.113519
| true
| 0.153399
| 0.493176
| 0.000003
| 1,881
| 9
|
20
| 10,000,000
| 0
| 64
| true
| 517,873
| 0.566034
| 0.00384
| 13,596
| 0.113519
| true
| 0.153399
| 0.493176
| 0.000003
| 1,881
| 9
|
21
| 1,000,000
| 1,554.6875
| 64
| false
| 903,819
| 0.541711
| 0.000577
| 19,578
| 0.192425
| true
| null | null | null | 1,860
| 9
|
21
| 2,000,000
| 687.5
| 64
| false
| 903,819
| 0.541711
| 0.000577
| 19,578
| 0.192425
| true
| null | null | null | 1,860
| 9
|
21
| 3,000,000
| 3,484.375
| 64
| false
| 903,819
| 0.541711
| 0.000577
| 19,578
| 0.192425
| true
| null | null | null | 1,860
| 9
|
21
| 4,000,000
| 0
| 64
| false
| 903,819
| 0.541711
| 0.000577
| 19,578
| 0.192425
| true
| null | null | null | 1,860
| 9
|
21
| 5,000,000
| 3,835.9375
| 64
| false
| 903,819
| 0.541711
| 0.000577
| 19,578
| 0.192425
| true
| null | null | null | 1,860
| 9
|
21
| 6,000,000
| 0
| 64
| false
| 903,819
| 0.541711
| 0.000577
| 19,578
| 0.192425
| true
| null | null | null | 1,860
| 9
|
21
| 7,000,000
| 1,500
| 64
| false
| 903,819
| 0.541711
| 0.000577
| 19,578
| 0.192425
| true
| null | null | null | 1,860
| 9
|
21
| 8,000,000
| 1,750
| 64
| false
| 903,819
| 0.541711
| 0.000577
| 19,578
| 0.192425
| true
| null | null | null | 1,860
| 9
|
21
| 9,000,000
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| 64
| false
| 903,819
| 0.541711
| 0.000577
| 19,578
| 0.192425
| true
| null | null | null | 1,860
| 9
|
21
| 10,000,000
| 3,281.25
| 64
| false
| 903,819
| 0.541711
| 0.000577
| 19,578
| 0.192425
| true
| null | null | null | 1,860
| 9
|
22
| 1,000,000
| 2,484.375
| 64
| false
| 282,465
| 0.793205
| 0.000002
| 16,440
| 0.195522
| false
| null | null | null | null | 9
|
22
| 2,000,000
| 6,742.1875
| 64
| false
| 282,465
| 0.793205
| 0.000002
| 16,440
| 0.195522
| false
| null | null | null | null | 9
|
22
| 3,000,000
| 6,820.3125
| 64
| false
| 282,465
| 0.793205
| 0.000002
| 16,440
| 0.195522
| false
| null | null | null | null | 9
|
22
| 4,000,000
| 16,257.8125
| 64
| false
| 282,465
| 0.793205
| 0.000002
| 16,440
| 0.195522
| false
| null | null | null | null | 9
|
22
| 5,000,000
| 14,062.5
| 64
| false
| 282,465
| 0.793205
| 0.000002
| 16,440
| 0.195522
| false
| null | null | null | null | 9
|
22
| 6,000,000
| 12,226.5625
| 64
| false
| 282,465
| 0.793205
| 0.000002
| 16,440
| 0.195522
| false
| null | null | null | null | 9
|
22
| 7,000,000
| 11,382.8125
| 64
| false
| 282,465
| 0.793205
| 0.000002
| 16,440
| 0.195522
| false
| null | null | null | null | 9
|
22
| 8,000,000
| 11,468.75
| 64
| false
| 282,465
| 0.793205
| 0.000002
| 16,440
| 0.195522
| false
| null | null | null | null | 9
|
22
| 9,000,000
| 14,210.9375
| 64
| false
| 282,465
| 0.793205
| 0.000002
| 16,440
| 0.195522
| false
| null | null | null | null | 9
|
22
| 10,000,000
| 18,578.125
| 64
| false
| 282,465
| 0.793205
| 0.000002
| 16,440
| 0.195522
| false
| null | null | null | null | 9
|
23
| 1,000,000
| 1,117.1875
| 64
| false
| 630,826
| 0.937144
| 0.000029
| 27,973
| 0.123957
| true
| null | null | null | 957
| 9
|
23
| 2,000,000
| 1,226.5625
| 64
| false
| 630,826
| 0.937144
| 0.000029
| 27,973
| 0.123957
| true
| null | null | null | 957
| 9
|
23
| 3,000,000
| 11,210.9375
| 64
| false
| 630,826
| 0.937144
| 0.000029
| 27,973
| 0.123957
| true
| null | null | null | 957
| 9
|
23
| 4,000,000
| 6,718.75
| 64
| false
| 630,826
| 0.937144
| 0.000029
| 27,973
| 0.123957
| true
| null | null | null | 957
| 9
|
23
| 5,000,000
| 11,617.1875
| 64
| false
| 630,826
| 0.937144
| 0.000029
| 27,973
| 0.123957
| true
| null | null | null | 957
| 9
|
23
| 6,000,000
| 10,625
| 64
| false
| 630,826
| 0.937144
| 0.000029
| 27,973
| 0.123957
| true
| null | null | null | 957
| 9
|
23
| 7,000,000
| 5,828.125
| 64
| false
| 630,826
| 0.937144
| 0.000029
| 27,973
| 0.123957
| true
| null | null | null | 957
| 9
|
23
| 8,000,000
| 7,632.8125
| 64
| false
| 630,826
| 0.937144
| 0.000029
| 27,973
| 0.123957
| true
| null | null | null | 957
| 9
|
23
| 9,000,000
| 8,687.5
| 64
| false
| 630,826
| 0.937144
| 0.000029
| 27,973
| 0.123957
| true
| null | null | null | 957
| 9
|
23
| 10,000,000
| 10,367.1875
| 64
| false
| 630,826
| 0.937144
| 0.000029
| 27,973
| 0.123957
| true
| null | null | null | 957
| 9
|
24
| 1,000,000
| 0
| 32
| false
| 369,231
| 0.56845
| 0.0129
| 7,050
| 0.102752
| true
| null | null | null | 1,922
| 9
|
24
| 2,000,000
| 0
| 32
| false
| 369,231
| 0.56845
| 0.0129
| 7,050
| 0.102752
| true
| null | null | null | 1,922
| 9
|
24
| 3,000,000
| 2,000
| 32
| false
| 369,231
| 0.56845
| 0.0129
| 7,050
| 0.102752
| true
| null | null | null | 1,922
| 9
|
24
| 4,000,000
| 2,000
| 32
| false
| 369,231
| 0.56845
| 0.0129
| 7,050
| 0.102752
| true
| null | null | null | 1,922
| 9
|
24
| 5,000,000
| 4,000
| 32
| false
| 369,231
| 0.56845
| 0.0129
| 7,050
| 0.102752
| true
| null | null | null | 1,922
| 9
|
24
| 6,000,000
| 0
| 32
| false
| 369,231
| 0.56845
| 0.0129
| 7,050
| 0.102752
| true
| null | null | null | 1,922
| 9
|
24
| 7,000,000
| 1,000
| 32
| false
| 369,231
| 0.56845
| 0.0129
| 7,050
| 0.102752
| true
| null | null | null | 1,922
| 9
|
24
| 8,000,000
| 1,062.5
| 32
| false
| 369,231
| 0.56845
| 0.0129
| 7,050
| 0.102752
| true
| null | null | null | 1,922
| 9
|
24
| 9,000,000
| 1,000
| 32
| false
| 369,231
| 0.56845
| 0.0129
| 7,050
| 0.102752
| true
| null | null | null | 1,922
| 9
|
24
| 10,000,000
| 2,000
| 32
| false
| 369,231
| 0.56845
| 0.0129
| 7,050
| 0.102752
| true
| null | null | null | 1,922
| 9
|
25
| 1,000,000
| 476.5625
| 64
| false
| 333,828
| 0.540551
| 0.000109
| 8,396
| 0.027365
| true
| null | null | null | 294
| 9
|
25
| 2,000,000
| 2,000
| 64
| false
| 333,828
| 0.540551
| 0.000109
| 8,396
| 0.027365
| true
| null | null | null | 294
| 9
|
25
| 3,000,000
| 2,734.375
| 64
| false
| 333,828
| 0.540551
| 0.000109
| 8,396
| 0.027365
| true
| null | null | null | 294
| 9
|
25
| 4,000,000
| 1,835.9375
| 64
| false
| 333,828
| 0.540551
| 0.000109
| 8,396
| 0.027365
| true
| null | null | null | 294
| 9
|
25
| 5,000,000
| 3,726.5625
| 64
| false
| 333,828
| 0.540551
| 0.000109
| 8,396
| 0.027365
| true
| null | null | null | 294
| 9
|
25
| 6,000,000
| 3,390.625
| 64
| false
| 333,828
| 0.540551
| 0.000109
| 8,396
| 0.027365
| true
| null | null | null | 294
| 9
|
25
| 7,000,000
| 4,335.9375
| 64
| false
| 333,828
| 0.540551
| 0.000109
| 8,396
| 0.027365
| true
| null | null | null | 294
| 9
|
25
| 8,000,000
| 5,562.5
| 64
| false
| 333,828
| 0.540551
| 0.000109
| 8,396
| 0.027365
| true
| null | null | null | 294
| 9
|
25
| 9,000,000
| 5,382.8125
| 64
| false
| 333,828
| 0.540551
| 0.000109
| 8,396
| 0.027365
| true
| null | null | null | 294
| 9
|
25
| 10,000,000
| 460.9375
| 64
| false
| 333,828
| 0.540551
| 0.000109
| 8,396
| 0.027365
| true
| null | null | null | 294
| 9
|
26
| 1,000,000
| 1,890.625
| 16
| true
| 672,384
| 0.622684
| 0.000127
| 18,717
| 0.17225
| false
| 0.277625
| 0.140168
| 0
| null | 9
|
26
| 2,000,000
| 2,000
| 16
| true
| 672,384
| 0.622684
| 0.000127
| 18,717
| 0.17225
| false
| 0.277625
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| 0
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|
26
| 3,000,000
| 1,093.75
| 16
| true
| 672,384
| 0.622684
| 0.000127
| 18,717
| 0.17225
| false
| 0.277625
| 0.140168
| 0
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|
26
| 4,000,000
| 203.125
| 16
| true
| 672,384
| 0.622684
| 0.000127
| 18,717
| 0.17225
| false
| 0.277625
| 0.140168
| 0
| null | 9
|
26
| 5,000,000
| 1,000
| 16
| true
| 672,384
| 0.622684
| 0.000127
| 18,717
| 0.17225
| false
| 0.277625
| 0.140168
| 0
| null | 9
|
26
| 6,000,000
| 1,000
| 16
| true
| 672,384
| 0.622684
| 0.000127
| 18,717
| 0.17225
| false
| 0.277625
| 0.140168
| 0
| null | 9
|
26
| 7,000,000
| 2,000
| 16
| true
| 672,384
| 0.622684
| 0.000127
| 18,717
| 0.17225
| false
| 0.277625
| 0.140168
| 0
| null | 9
|
26
| 8,000,000
| 0
| 16
| true
| 672,384
| 0.622684
| 0.000127
| 18,717
| 0.17225
| false
| 0.277625
| 0.140168
| 0
| null | 9
|
26
| 9,000,000
| 2,000
| 16
| true
| 672,384
| 0.622684
| 0.000127
| 18,717
| 0.17225
| false
| 0.277625
| 0.140168
| 0
| null | 9
|
26
| 10,000,000
| 2,000
| 16
| true
| 672,384
| 0.622684
| 0.000127
| 18,717
| 0.17225
| false
| 0.277625
| 0.140168
| 0
| null | 9
|
27
| 1,000,000
| 1,421.875
| 16
| true
| 683,606
| 0.847813
| 0.000026
| 13,084
| 0.037049
| false
| 0.06628
| 0.700027
| 0.00013
| null | 9
|
27
| 2,000,000
| 2,507.8125
| 16
| true
| 683,606
| 0.847813
| 0.000026
| 13,084
| 0.037049
| false
| 0.06628
| 0.700027
| 0.00013
| null | 9
|
27
| 3,000,000
| 1,625
| 16
| true
| 683,606
| 0.847813
| 0.000026
| 13,084
| 0.037049
| false
| 0.06628
| 0.700027
| 0.00013
| null | 9
|
27
| 4,000,000
| 3,609.375
| 16
| true
| 683,606
| 0.847813
| 0.000026
| 13,084
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| false
| 0.06628
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| 0.00013
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|
27
| 5,000,000
| 0
| 16
| true
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| 0.000026
| 13,084
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| false
| 0.06628
| 0.700027
| 0.00013
| null | 9
|
27
| 6,000,000
| 1,015.625
| 16
| true
| 683,606
| 0.847813
| 0.000026
| 13,084
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| false
| 0.06628
| 0.700027
| 0.00013
| null | 9
|
27
| 7,000,000
| 3,937.5
| 16
| true
| 683,606
| 0.847813
| 0.000026
| 13,084
| 0.037049
| false
| 0.06628
| 0.700027
| 0.00013
| null | 9
|
27
| 8,000,000
| 1,000
| 16
| true
| 683,606
| 0.847813
| 0.000026
| 13,084
| 0.037049
| false
| 0.06628
| 0.700027
| 0.00013
| null | 9
|
27
| 9,000,000
| 4,773.4375
| 16
| true
| 683,606
| 0.847813
| 0.000026
| 13,084
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| false
| 0.06628
| 0.700027
| 0.00013
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|
27
| 10,000,000
| 1,656.25
| 16
| true
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| 0.847813
| 0.000026
| 13,084
| 0.037049
| false
| 0.06628
| 0.700027
| 0.00013
| null | 9
|
28
| 1,000,000
| 2,515.625
| 16
| true
| 588,022
| 0.636411
| 0.000071
| 7,279
| 0.092511
| true
| 0.801798
| 0.086187
| 0.000012
| 614
| 9
|
28
| 2,000,000
| 3,601.5625
| 16
| true
| 588,022
| 0.636411
| 0.000071
| 7,279
| 0.092511
| true
| 0.801798
| 0.086187
| 0.000012
| 614
| 9
|
28
| 3,000,000
| 5,773.4375
| 16
| true
| 588,022
| 0.636411
| 0.000071
| 7,279
| 0.092511
| true
| 0.801798
| 0.086187
| 0.000012
| 614
| 9
|
28
| 4,000,000
| 3,468.75
| 16
| true
| 588,022
| 0.636411
| 0.000071
| 7,279
| 0.092511
| true
| 0.801798
| 0.086187
| 0.000012
| 614
| 9
|
28
| 5,000,000
| 2,531.25
| 16
| true
| 588,022
| 0.636411
| 0.000071
| 7,279
| 0.092511
| true
| 0.801798
| 0.086187
| 0.000012
| 614
| 9
|
28
| 6,000,000
| 3,742.1875
| 16
| true
| 588,022
| 0.636411
| 0.000071
| 7,279
| 0.092511
| true
| 0.801798
| 0.086187
| 0.000012
| 614
| 9
|
28
| 7,000,000
| 2,757.8125
| 16
| true
| 588,022
| 0.636411
| 0.000071
| 7,279
| 0.092511
| true
| 0.801798
| 0.086187
| 0.000012
| 614
| 9
|
28
| 8,000,000
| 5,539.0625
| 16
| true
| 588,022
| 0.636411
| 0.000071
| 7,279
| 0.092511
| true
| 0.801798
| 0.086187
| 0.000012
| 614
| 9
|
28
| 9,000,000
| 2,609.375
| 16
| true
| 588,022
| 0.636411
| 0.000071
| 7,279
| 0.092511
| true
| 0.801798
| 0.086187
| 0.000012
| 614
| 9
|
28
| 10,000,000
| 1,195.3125
| 16
| true
| 588,022
| 0.636411
| 0.000071
| 7,279
| 0.092511
| true
| 0.801798
| 0.086187
| 0.000012
| 614
| 9
|
29
| 1,000,000
| 2,445.3125
| 32
| false
| 645,933
| 0.517681
| 0.000142
| 17,214
| 0.107699
| false
| null | null | null | null | 9
|
29
| 2,000,000
| 1,242.1875
| 32
| false
| 645,933
| 0.517681
| 0.000142
| 17,214
| 0.107699
| false
| null | null | null | null | 9
|
29
| 3,000,000
| 1,000
| 32
| false
| 645,933
| 0.517681
| 0.000142
| 17,214
| 0.107699
| false
| null | null | null | null | 9
|
29
| 4,000,000
| 3,000
| 32
| false
| 645,933
| 0.517681
| 0.000142
| 17,214
| 0.107699
| false
| null | null | null | null | 9
|
29
| 5,000,000
| 0
| 32
| false
| 645,933
| 0.517681
| 0.000142
| 17,214
| 0.107699
| false
| null | null | null | null | 9
|
29
| 6,000,000
| 0
| 32
| false
| 645,933
| 0.517681
| 0.000142
| 17,214
| 0.107699
| false
| null | null | null | null | 9
|
29
| 7,000,000
| 3,000
| 32
| false
| 645,933
| 0.517681
| 0.000142
| 17,214
| 0.107699
| false
| null | null | null | null | 9
|
29
| 8,000,000
| 1,453.125
| 32
| false
| 645,933
| 0.517681
| 0.000142
| 17,214
| 0.107699
| false
| null | null | null | null | 9
|
29
| 9,000,000
| 0
| 32
| false
| 645,933
| 0.517681
| 0.000142
| 17,214
| 0.107699
| false
| null | null | null | null | 9
|
29
| 10,000,000
| 0
| 32
| false
| 645,933
| 0.517681
| 0.000142
| 17,214
| 0.107699
| false
| null | null | null | null | 9
|
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