forked from tensorforce/tensorforce
-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathddpg.json
More file actions
executable file
·50 lines (44 loc) · 931 Bytes
/
ddpg.json
File metadata and controls
executable file
·50 lines (44 loc) · 931 Bytes
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
{
"type": "ddpg_agent",
"update_mode": {
"unit": "timesteps",
"batch_size": 64,
"frequency": 64
},
"memory": {
"type": "replay",
"capacity": 100000,
"include_next_states": true
},
"optimizer": {
"type": "adam",
"learning_rate": 1e-4
},
"discount": 0.99,
"entropy_regularization": null,
"critic_network": {
"size_t0": 64,
"size_t1": 64
},
"critic_optimizer": {
"type": "adam",
"learning_rate": 1e-3
},
"target_sync_frequency": 1,
"target_update_weight": 0.999,
"actions_exploration": {
"type": "ornstein_uhlenbeck",
"sigma": 0.3,
"mu": 0.0,
"theta": 0.15
},
"saver": {
"directory": null,
"seconds": 600
},
"summarizer": {
"directory": null,
"labels": [],
"seconds": 120
}
}