Initial commit
Browse files- README.md +4 -4
- args.yml +1 -1
- config.yml +3 -3
- 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 |
---
|
@@ -63,16 +63,16 @@ python -m rl_zoo3.push_to_hub --algo dqn --env SpaceInvadersNoFrameskip-v4 -f lo
|
|
63 |
## Hyperparameters
|
64 |
```python
|
65 |
OrderedDict([('batch_size', 32),
|
66 |
-
('buffer_size',
|
67 |
('env_wrapper',
|
68 |
['stable_baselines3.common.atari_wrappers.AtariWrapper']),
|
69 |
('exploration_final_eps', 0.01),
|
70 |
('exploration_fraction', 0.1),
|
71 |
('frame_stack', 4),
|
72 |
('gradient_steps', 1),
|
73 |
-
('learning_rate', 0.
|
74 |
('learning_starts', 100000),
|
75 |
-
('n_timesteps',
|
76 |
('optimize_memory_usage', False),
|
77 |
('policy', 'CnnPolicy'),
|
78 |
('target_update_interval', 1000),
|
|
|
16 |
type: SpaceInvadersNoFrameskip-v4
|
17 |
metrics:
|
18 |
- type: mean_reward
|
19 |
+
value: 268.50 +/- 78.17
|
20 |
name: mean_reward
|
21 |
verified: false
|
22 |
---
|
|
|
63 |
## Hyperparameters
|
64 |
```python
|
65 |
OrderedDict([('batch_size', 32),
|
66 |
+
('buffer_size', 1000000),
|
67 |
('env_wrapper',
|
68 |
['stable_baselines3.common.atari_wrappers.AtariWrapper']),
|
69 |
('exploration_final_eps', 0.01),
|
70 |
('exploration_fraction', 0.1),
|
71 |
('frame_stack', 4),
|
72 |
('gradient_steps', 1),
|
73 |
+
('learning_rate', 0.001),
|
74 |
('learning_starts', 100000),
|
75 |
+
('n_timesteps', 100000.0),
|
76 |
('optimize_memory_usage', False),
|
77 |
('policy', 'CnnPolicy'),
|
78 |
('target_update_interval', 1000),
|
args.yml
CHANGED
@@ -56,7 +56,7 @@
|
|
56 |
- - save_replay_buffer
|
57 |
- false
|
58 |
- - seed
|
59 |
-
-
|
60 |
- - storage
|
61 |
- null
|
62 |
- - study_name
|
|
|
56 |
- - save_replay_buffer
|
57 |
- false
|
58 |
- - seed
|
59 |
+
- 1181660831
|
60 |
- - storage
|
61 |
- null
|
62 |
- - study_name
|
config.yml
CHANGED
@@ -2,7 +2,7 @@
|
|
2 |
- - - batch_size
|
3 |
- 32
|
4 |
- - buffer_size
|
5 |
-
-
|
6 |
- - env_wrapper
|
7 |
- - stable_baselines3.common.atari_wrappers.AtariWrapper
|
8 |
- - exploration_final_eps
|
@@ -14,11 +14,11 @@
|
|
14 |
- - gradient_steps
|
15 |
- 1
|
16 |
- - learning_rate
|
17 |
-
- 0.
|
18 |
- - learning_starts
|
19 |
- 100000
|
20 |
- - n_timesteps
|
21 |
-
-
|
22 |
- - optimize_memory_usage
|
23 |
- false
|
24 |
- - policy
|
|
|
2 |
- - - batch_size
|
3 |
- 32
|
4 |
- - buffer_size
|
5 |
+
- 1000000
|
6 |
- - env_wrapper
|
7 |
- - stable_baselines3.common.atari_wrappers.AtariWrapper
|
8 |
- - exploration_final_eps
|
|
|
14 |
- - gradient_steps
|
15 |
- 1
|
16 |
- - learning_rate
|
17 |
+
- 0.001
|
18 |
- - learning_starts
|
19 |
- 100000
|
20 |
- - n_timesteps
|
21 |
+
- 100000.0
|
22 |
- - optimize_memory_usage
|
23 |
- false
|
24 |
- - policy
|
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:fa378fce80d67aa615d39d2b11140163bf9913e436737518beb978863b890a52
|
3 |
+
size 13715476
|
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 1120
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9ebba6ecb40924ab5e69c1644febc657308bd2e400895c9595ed25c1fe6cbe34
|
3 |
size 1120
|
dqn-SpaceInvadersNoFrameskip-v4/policy.pth
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 13505178
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4719a409fbaca3938dd3786c8bb19d9c4a91d171f695212061bcb834883e7e05
|
3 |
size 13505178
|
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 sha256:38a799ac9657faeb813344ec56ae265d381f35a430091e2c90337e271719a9db
|
3 |
+
size 278674
|
results.json
CHANGED
@@ -1 +1 @@
|
|
1 |
-
{"mean_reward":
|
|
|
1 |
+
{"mean_reward": 268.5, "std_reward": 78.16808811785025, "is_deterministic": false, "n_eval_episodes": 10, "eval_datetime": "2024-09-22T05:00:59.409733"}
|
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:c4ef5f53555691fd07c7fc794881982f42bbae36716a28bf86491ad5ed2e8e8f
|
3 |
+
size 5757
|