Wadaboa's workspace
Runs
30
Name
6 visualized
Created
Runtime
GitHub
End Time
Hostname
ID
Notes
Updated
Tags
env.height
env.malfunctions.enabled
env.malfunctions.rate
env.max_cities
env.max_moves
env.max_rails_between_cities
env.max_rails_in_cities
env.num_trains
env.seed
env.variable_speed
env.width
testing.episodes
testing.model
testing.save_frames
training.eval_env.all_random
training.eval_env.episodes
training.renderer.eval_checkpoint
training.train_env.all_random
training.train_env.episodes
env.rewards.stop_penalty
learning.softmax_bellman.enabled
learning.softmax_bellman.temperature
model.entire_gnn.dropout
model.entire_gnn.embedding_size
model.entire_gnn.hidden_size
model.entire_gnn.pos_size
model.multi_gnn.embedding_size
model.multi_gnn.hidden_channels
model.multi_gnn.output_channels
model.multi_gnn.pool
policy.type.decentralized_fov
policy.type.fov
testing.renderer.enabled
testing.renderer.save_frames
testing.renderer.sleep
testing.verbose
training.renderer.save_frames
model.dqn.double
model.dqn.dueling.aggregation.max
model.dqn.dueling.aggregation.mean
model.dqn.dueling.enabled
30s
Jan 04 '21 21:22
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1qsrxl68
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Jan 04 '21 21:23
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false
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5m 32s
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Jan 01 '21 20:45
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9cs1r6zb
Tested with the same training settings:
3 agents, seed 14:
- Average score -0.5194
- Average done 26.13%
- Average deadlocks 0.3760
- Average steps 408
Jan 03 '21 10:54
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false
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false
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checkpoints/
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1m 20s
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Dec 30 '20 14:15
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3vfbu09j
Tested with the same training settings:
2 agents, seed 14:
- Average score -0.1361
- Average done 86.10%
- Average deadlocks 0.0780
- Average steps 118
Dec 30 '20 14:40
27
false
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14
false
48
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checkpoints/
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true
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true
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39s
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Dec 30 '20 11:34
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jghmi9ox
Tested with the same training settings:
2 agents, seed 14:
- Average score -0.1361
- Average done 86.10%
- Average deadlocks 0.0780
- Average steps 118
Dec 30 '20 11:42
27
false
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true
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42s
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Dec 30 '20 08:18
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3qm8gf8z
Tested with the same training settings:
1 agent, seed 14:
- Average score -0.7169
- Average done 31.80%
- Average deadlocks 0.0000
- Average steps 433
Dec 30 '20 08:36
27
false
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false
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true
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[16,32]
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true
false
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false
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true
false
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30s
Dec 30 '20 07:53
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19j0iedc
Tested with the same training settings for 100 episodes:
3 agents, seed 14, latest checkpoint:
- Average score -0.5822
- Average done 24.42%
- Average deadlocks 0.2904
3 agents, seed 14, checkpoint 2500:
- Average score -0.5162
- Average done 27.72%
- Average deadlocks 0.3663
Dec 30 '20 10:34
27
false
0.005
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false
48
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checkpoints/20201229-002029-3000
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true
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20s
Dec 29 '20 11:02
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37unjp66
Tested with the same training settings:
1 agent, seed 14:
- Average score -0.5160
- Average done 53.60%
- Average deadlocks 0.0000
- Average steps 310
Random baseline, 1 agent, seed 14:
- Average score -0.7947
- Average done 0.2280
- Average deadlocks 0.0000
- Average steps 477
Dec 29 '20 11:17
27
false
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false
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false
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24s
Dec 28 '20 18:46
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1wnx21uc
Tested with the same training settings:
2 agents, seed 14:
- Average score -0.1388
- Average done 84.90%
- Average deadlocks 0.0860
- Average steps 115
Dec 28 '20 18:54
27
false
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false
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true
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true
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2m 36s
Dec 28 '20 06:46
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2gwan65f
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Dec 28 '20 06:47
36
false
0.005
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false
64
500
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true
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true
7500
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[16,32]
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true
false
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2m
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Dec 27 '20 10:13
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v5jb5tsx
Tested with the same training settings for 100 episodes:
3 agents, seed 14:
- Average score -0.6631
- Average done 18.00%
- Average deadlocks 0.2333
- Average steps 482
Dec 30 '20 10:34
27
false
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false
48
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true
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[16,32]
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true
true
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false
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1m 1s
Dec 26 '20 12:46
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34774uo3
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Dec 28 '20 06:45
27
true
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48
100
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true
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true
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[16,32]
32
true
false
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false
false
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16m 7s
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Dec 26 '20 01:17
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2zncg9i9
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Dec 30 '20 10:34
36
false
0.005
9
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5
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false
64
100
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true
true
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12s
Dec 25 '20 16:56
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1zwuncvr
Tested with the same training settings:
2 agents, seed 14:
- Average score -0.1437
- Average done 87.10%
- Average deadlocks 0.0640
- Average steps 120
Dec 28 '20 15:08
27
false
0.005
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false
48
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3000
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26s
Dec 25 '20 16:55
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nzy3lbyb
Tested with the same training settings:
2 agents, seed 14:
- Average score -0.1145
- Average done 89.40%
- Average deadlocks 0.0680
- Average steps 93
Dec 28 '20 15:08
27
false
0.005
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2
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false
48
100
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true
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true
3000
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true
false
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false
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false
false
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1m 43s
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Dec 18 '20 22:57
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2i2zay1t
Tested with the same training settings:
7 agents, seed 14:
- Average score -0.1611
- Average done 82.51%
- Average deadlocks 0.1286
- Average steps 199
Dec 19 '20 15:48
27
false
0.005
5
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2
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14
false
48
500
checkpoints/20201216-145212-latest
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true
20
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true
5000
2
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1m 35s
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Dec 16 '20 23:29
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2osk28bp
Tested with the same training settings for 500 episodes:
3 agents, seed 14:
- Average score -0.1404
- Average done 93.07%
- Average deadlocks 0.0307
- Average steps 142
5 agents, seed 14:
- Average score -0.1581
- Average done 89.40%
- Average deadlocks 0.0596
- Average steps 187
7 agents, seed 14:
- Average score -0.2057
- Average done 82.51%
- Average deadlocks 0.1023
- Average steps 250
Tested on the big environment for 500 episodes:
5 agents, seed 14:
- Average score -0.2331
- Average done 86.28%
- Average deadlocks 0.0324
- Average steps 400
7 agents, seed 14:
- Average score -0.2449
- Average done 84.17%
- Average deadlocks 0.0589
- Average steps 447
10 agents, seed 14:
- Average score -0.2790
- Average done 76.90%
- Average deadlocks 0.1254
- Average steps 497
Tested on the medium environment, with malfunctions and variable speeds for 500 episodes:
3 agents, seed 14:
- Average score -0.1459
- Average done 83.80%
- Average deadlocks 0.0580
- Average steps 339
5 agents, seed 14:
- Average score -0.1688
- Average done 76.64%
- Average deadlocks 0.1340
- Average steps 415
7 agents, seed 14:
- Average score -0.1940
- Average done 67.66%
- Average deadlocks 0.2174
- Average steps 445
Tested on the big environment, with malfunctions and variable speeds for 500 episodes:
5 agents, seed 14:
- Average score -0.2081
- Average done 68.76%
- Average deadlocks 0.1288
- Average steps 637
7 agents, seed 14:
- Average score -0.2260
- Average done 61.43%
- Average deadlocks 0.2097
- Average steps 650
10 agents, seed 14:
- Average score -0.2615
- Average done 50.28%
- Average deadlocks 0.3182
- Average steps 675
Dec 28 '20 23:13
27
false
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48
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./checkpoints/20201216-010101-latest
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true
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5000
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1m 38s
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Dec 16 '20 08:27
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je8s7ogs
Tested with the same training settings:
3 agents, seed 14:
- Average score -0.1206
- Average done 92.93%
- Average deadlocks 0.040
- Average steps 116
5 agents, seed 14:
- Average score -0.1480
- Average done 85.76%
- Average deadlocks 0.0944
- Average steps 161
Dec 16 '20 11:04
27
false
0.005
5
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2
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false
48
20
./checkpoints/20201215-171013-latest
true
true
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true
5000
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2m 44s
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Dec 15 '20 19:46
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1jjxoxyb
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Dec 16 '20 11:02
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24s
Dec 15 '20 08:14
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2xzbprng
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Dec 15 '20 08:15
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false
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false
48
20
checkpoints/20201204-185611-latest
true
true
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0s
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Dec 06 '20 19:10
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2tt6pcjc
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Dec 07 '20 09:13
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true
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64
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true
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of 30