Hugging Face's logo

iamandrewliao
/
dqn-SpaceInvadersNoFrameskip-v4

Reinforcement Learning
stable-baselines3
SpaceInvadersNoFrameskip-v4
deep-reinforcement-learning
Eval Results
Model card Files Community
iamandrewliao commited on
Commit
18f73cf
•
1 Parent(s): 04c1830

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 +2 -2
  7. dqn-SpaceInvadersNoFrameskip-v4/policy.pth +1 -1
  8. replay.mp4 +2 -2
  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: 6.50 +/- 7.43
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', 100000.0),
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: 276.00 +/- 132.92
20
  name: mean_reward
21
  verified: false
22
  ---
 
72
  ('gradient_steps', 1),
73
  ('learning_rate', 0.0001),
74
  ('learning_starts', 100000),
75
+ ('n_timesteps', 200000.0),
76
  ('optimize_memory_usage', False),
77
  ('policy', 'CnnPolicy'),
78
  ('target_update_interval', 1000),
args.yml CHANGED
@@ -54,7 +54,7 @@
54
  - - save_replay_buffer
55
  - false
56
  - - seed
57
- - 1560014773
58
  - - storage
59
  - null
60
  - - study_name
 
54
  - - save_replay_buffer
55
  - false
56
  - - seed
57
+ - 888845842
58
  - - storage
59
  - null
60
  - - study_name
config.yml CHANGED
@@ -18,7 +18,7 @@
18
  - - learning_starts
19
  - 100000
20
  - - n_timesteps
21
- - 100000.0
22
  - - optimize_memory_usage
23
  - false
24
  - - policy
 
18
  - - learning_starts
19
  - 100000
20
  - - n_timesteps
21
+ - 200000.0
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:f5433095a3b5ab16f26e8cd2ae8ee15a0f3b5a176083f9d6b17d33ed1dc9a9e0
3
- size 13715007
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1fd5f19fb917ecde181e3fa74a77165ab9d5c95dffbb62f1d78582146e35b130
3
+ size 27220128
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:e3fc84919e676e2bdcaa04814c7dfa2b7625d8d53a818418c6db25771364db93
3
- size 1120
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f6ac9f6640183e7ea25d9e30fff5c3517fe3f706643c8c8d9e82f1d1186fcd7e
3
+ size 13506236
dqn-SpaceInvadersNoFrameskip-v4/policy.pth CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7e104f2d6307b24bd17445a4b76ba33a79524246098850570dd6a05b51bae096
3
  size 13505370
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:71966f8fb0345e0e9851e72155ff6031af06a5caf72370d7605dc49fa50d8110
3
  size 13505370
replay.mp4 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:4259206df00717fbcd2509e0fdef5334ba5e6124a365cd79caf21132336fdb83
3
- size 295266
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f835a0456e698dcffbf7c11bf7b497d28e0c6db475467264123d939215229c0b
3
+ size 269988
results.json CHANGED
@@ -1 +1 @@
1
- {"mean_reward": 6.5, "std_reward": 7.433034373659253, "is_deterministic": false, "n_eval_episodes": 10, "eval_datetime": "2023-12-30T19:10:48.970836"}
 
1
+ {"mean_reward": 276.0, "std_reward": 132.92479076530458, "is_deterministic": false, "n_eval_episodes": 10, "eval_datetime": "2023-12-30T19:32:38.179206"}
train_eval_metrics.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:71b12e9f34ff9cdb8e1e9bd46a9b918c947e4ec6f8b110fb033a5bf89c3ff3a2
3
- size 5526
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:385b1804197f87d5806617c6759423c3a9b3740ee3ca1e72129433b669078aac
3
+ size 9952