Initial commit
Browse files- README.md +3 -3
- args.yml +2 -2
- config.yml +2 -2
- dqn-SpaceInvadersNoFrameskip-v4.zip +2 -2
- dqn-SpaceInvadersNoFrameskip-v4/data +0 -0
- dqn-SpaceInvadersNoFrameskip-v4/policy.optimizer.pth +1 -1
- dqn-SpaceInvadersNoFrameskip-v4/policy.pth +1 -1
- replay.mp4 +2 -2
- results.json +1 -1
- train_eval_metrics.zip +2 -2
README.md
CHANGED
@@ -16,7 +16,7 @@ model-index:
|
|
16 |
type: SpaceInvadersNoFrameskip-v4
|
17 |
metrics:
|
18 |
- type: mean_reward
|
19 |
-
value:
|
20 |
name: mean_reward
|
21 |
verified: false
|
22 |
---
|
@@ -67,11 +67,11 @@ OrderedDict([('batch_size', 32),
|
|
67 |
('env_wrapper',
|
68 |
['stable_baselines3.common.atari_wrappers.AtariWrapper']),
|
69 |
('exploration_final_eps', 0.01),
|
70 |
-
('exploration_fraction', 0.
|
71 |
('frame_stack', 4),
|
72 |
('gradient_steps', 1),
|
73 |
('learning_rate', 0.0001),
|
74 |
-
('learning_starts',
|
75 |
('n_timesteps', 1000000.0),
|
76 |
('optimize_memory_usage', False),
|
77 |
('policy', 'CnnPolicy'),
|
|
|
16 |
type: SpaceInvadersNoFrameskip-v4
|
17 |
metrics:
|
18 |
- type: mean_reward
|
19 |
+
value: 551.00 +/- 217.28
|
20 |
name: mean_reward
|
21 |
verified: false
|
22 |
---
|
|
|
67 |
('env_wrapper',
|
68 |
['stable_baselines3.common.atari_wrappers.AtariWrapper']),
|
69 |
('exploration_final_eps', 0.01),
|
70 |
+
('exploration_fraction', 0.2),
|
71 |
('frame_stack', 4),
|
72 |
('gradient_steps', 1),
|
73 |
('learning_rate', 0.0001),
|
74 |
+
('learning_starts', 50000),
|
75 |
('n_timesteps', 1000000.0),
|
76 |
('optimize_memory_usage', False),
|
77 |
('policy', 'CnnPolicy'),
|
args.yml
CHANGED
@@ -18,7 +18,7 @@
|
|
18 |
- - hyperparams
|
19 |
- null
|
20 |
- - log_folder
|
21 |
-
- logs/
|
22 |
- - log_interval
|
23 |
- -1
|
24 |
- - max_total_trials
|
@@ -54,7 +54,7 @@
|
|
54 |
- - save_replay_buffer
|
55 |
- false
|
56 |
- - seed
|
57 |
-
-
|
58 |
- - storage
|
59 |
- null
|
60 |
- - study_name
|
|
|
18 |
- - hyperparams
|
19 |
- null
|
20 |
- - log_folder
|
21 |
+
- logs/dqn2/
|
22 |
- - log_interval
|
23 |
- -1
|
24 |
- - max_total_trials
|
|
|
54 |
- - save_replay_buffer
|
55 |
- false
|
56 |
- - seed
|
57 |
+
- 3328307241
|
58 |
- - storage
|
59 |
- null
|
60 |
- - study_name
|
config.yml
CHANGED
@@ -8,7 +8,7 @@
|
|
8 |
- - exploration_final_eps
|
9 |
- 0.01
|
10 |
- - exploration_fraction
|
11 |
-
- 0.
|
12 |
- - frame_stack
|
13 |
- 4
|
14 |
- - gradient_steps
|
@@ -16,7 +16,7 @@
|
|
16 |
- - learning_rate
|
17 |
- 0.0001
|
18 |
- - learning_starts
|
19 |
-
-
|
20 |
- - n_timesteps
|
21 |
- 1000000.0
|
22 |
- - optimize_memory_usage
|
|
|
8 |
- - exploration_final_eps
|
9 |
- 0.01
|
10 |
- - exploration_fraction
|
11 |
+
- 0.2
|
12 |
- - frame_stack
|
13 |
- 4
|
14 |
- - gradient_steps
|
|
|
16 |
- - learning_rate
|
17 |
- 0.0001
|
18 |
- - learning_starts
|
19 |
+
- 50000
|
20 |
- - n_timesteps
|
21 |
- 1000000.0
|
22 |
- - optimize_memory_usage
|
dqn-SpaceInvadersNoFrameskip-v4.zip
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e9b44b5a044cf344a3794a651f7e51a5869c76b9fce21c0a74d27f66c5d127dd
|
3 |
+
size 27224806
|
dqn-SpaceInvadersNoFrameskip-v4/data
CHANGED
The diff for this file is too large to render.
See raw diff
|
|
dqn-SpaceInvadersNoFrameskip-v4/policy.optimizer.pth
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 13505739
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:579a9890f7b839e57ba6a37cd2beb1a0e87fefa53a3fefe81c5cafbf04892e85
|
3 |
size 13505739
|
dqn-SpaceInvadersNoFrameskip-v4/policy.pth
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 13504937
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c29446c85c7e446c686f3d0e1b41c68879ce149c75917fa88513f85f8c7ae9b5
|
3 |
size 13504937
|
replay.mp4
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:bb64e7a3451fc46b83ead86ae51993bafc106fa2b6a2a1e8a61e9fac26575dfa
|
3 |
+
size 200297
|
results.json
CHANGED
@@ -1 +1 @@
|
|
1 |
-
{"mean_reward":
|
|
|
1 |
+
{"mean_reward": 551.0, "std_reward": 217.27632176562636, "is_deterministic": false, "n_eval_episodes": 10, "eval_datetime": "2023-02-10T10:18:13.871982"}
|
train_eval_metrics.zip
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b8467541f036e4f6d08498e52cb76a1cc3c2e7232219f97ef6121218a6890c5d
|
3 |
+
size 35617
|