Hugging Face's logo

kalmi901
/
dqn-SpaceInvadersNoFrameskip-v4

Reinforcement Learning
stable-baselines3
SpaceInvadersNoFrameskip-v4
deep-reinforcement-learning
Eval Results
Model card Files Community
kalmi901 commited on
Commit
5913ddf
•
1 Parent(s): b9b985d

Initial commit

Browse files
Files changed (10) hide show
  1. README.md +2 -2
  2. args.yml +1 -1
  3. config.yml +1 -1
  4. dqn-SpaceInvadersNoFrameskip-v4.zip +2 -2
  5. dqn-SpaceInvadersNoFrameskip-v4/data +0 -0
  6. dqn-SpaceInvadersNoFrameskip-v4/policy.optimizer.pth +1 -1
  7. dqn-SpaceInvadersNoFrameskip-v4/policy.pth +1 -1
  8. replay.mp4 +0 -0
  9. results.json +1 -1
  10. 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: 579.50 +/- 143.67
20
  name: mean_reward
21
  verified: false
22
  ---
@@ -72,7 +72,7 @@ OrderedDict([('batch_size', 32),
72
  ('gradient_steps', 1),
73
  ('learning_rate', 0.0001),
74
  ('learning_starts', 100000),
75
- ('n_timesteps', 2000000.0),
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: 657.00 +/- 179.96
20
  name: mean_reward
21
  verified: false
22
  ---
 
72
  ('gradient_steps', 1),
73
  ('learning_rate', 0.0001),
74
  ('learning_starts', 100000),
75
+ ('n_timesteps', 10000000.0),
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
- - 584741481
60
  - - storage
61
  - null
62
  - - study_name
 
56
  - - save_replay_buffer
57
  - false
58
  - - seed
59
+ - 3779178607
60
  - - storage
61
  - null
62
  - - study_name
config.yml CHANGED
@@ -18,7 +18,7 @@
18
  - - learning_starts
19
  - 100000
20
  - - n_timesteps
21
- - 2000000.0
22
  - - optimize_memory_usage
23
  - false
24
  - - policy
 
18
  - - learning_starts
19
  - 100000
20
  - - n_timesteps
21
+ - 10000000.0
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 sha256:6ebef55b7aabbe0170f28d67388faca6c311d89243715c21c1839d58bcf44c07
3
- size 27220728
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:53282c6d1969bab9146cee64f3461ba32e151bf05edb7f796a37e47245aec9f2
3
+ size 27220735
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 sha256:9655936f1bd6da1ac34e89b936f5d9e997c821a91e6bee173a81d2e72f1be08b
3
  size 13506172
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b24233a721d2119ca7c60b2ce4e757d8f04b1a30a4025d75bb7739d3375cfc02
3
  size 13506172
dqn-SpaceInvadersNoFrameskip-v4/policy.pth CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:5f86872bcc9bd63ba073c14d578c35cab7c3ab043de8deabb8988447a40a79d5
3
  size 13505370
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f12e1e6d5326e899c965c7a24a2f83f81a8e333aad3dc1375861f7172ba8fb55
3
  size 13505370
replay.mp4 CHANGED
Binary files a/replay.mp4 and b/replay.mp4 differ
 
results.json CHANGED
@@ -1 +1 @@
1
- {"mean_reward": 579.5, "std_reward": 143.67411040267484, "is_deterministic": false, "n_eval_episodes": 10, "eval_datetime": "2024-09-08T12:11:33.364095"}
 
1
+ {"mean_reward": 657.0, "std_reward": 179.96110690924303, "is_deterministic": false, "n_eval_episodes": 10, "eval_datetime": "2024-09-08T14:49:05.207284"}
train_eval_metrics.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:8a155353d5a7c1fec5b56187a7fc85a6af8db8d9b76c4eb645fc3bbba9763860
3
- size 62889
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d84881a45450a8169b5e3b57d8f3419387c1f6a114b2c88ffc5d3b01dcb5823d
3
+ size 74577