Hugging Face's logo

yhna
/
dqn-SpaceInvadersNoFrameskip-v4

Reinforcement Learning
stable-baselines3
SpaceInvadersNoFrameskip-v4
deep-reinforcement-learning
Eval Results
Model card Files Community
yhna commited on
Commit
17950d1
·
1 Parent(s): d9f860b

Initial commit

Browse files
Files changed (9) 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.pth +1 -1
  7. replay.mp4 +2 -2
  8. results.json +1 -1
  9. 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: 328.00 +/- 180.28
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', 10000.0),
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: 268.50 +/- 78.17
20
  name: mean_reward
21
  verified: false
22
  ---
 
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),
args.yml CHANGED
@@ -54,7 +54,7 @@
54
  - - save_replay_buffer
55
  - false
56
  - - seed
57
- - 1413162582
58
  - - storage
59
  - null
60
  - - study_name
 
54
  - - save_replay_buffer
55
  - false
56
  - - seed
57
+ - 1875513479
58
  - - storage
59
  - null
60
  - - study_name
config.yml CHANGED
@@ -18,7 +18,7 @@
18
  - - learning_starts
19
  - 100000
20
  - - n_timesteps
21
- - 10000.0
22
  - - optimize_memory_usage
23
  - false
24
  - - policy
 
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 sha256:3c1d820aeb9e63fa5f3576feb115ce58a046fa45c793f5ff3dbbf490eb393606
3
- size 13709973
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f25bca47c28471866bec32c679098ccbc132b278f0c9388e55a8334cc16279d1
3
+ size 13713325
dqn-SpaceInvadersNoFrameskip-v4/data CHANGED
The diff for this file is too large to render. See raw diff
 
dqn-SpaceInvadersNoFrameskip-v4/policy.pth CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:bea0f039c58c3cc4c34393183d14dd233a494e7ec67e3a75b59a6bd02dc76803
3
  size 13504937
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e228ffd83a3bcbcbe45107b7c5eb1c89ff52de80ff5a9c880efafc5999ab7d5c
3
  size 13504937
replay.mp4 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:d26c754ab73beb21a3ea0a6f89c93a48bf2965a22c61c5c8a644371d6240c236
3
- size 247161
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:37995c596d96b64e995ebb0716bbaa7f7ee0616c510d783f46ecdcf205871d0b
3
+ size 278650
results.json CHANGED
@@ -1 +1 @@
1
- {"mean_reward": 328.0, "std_reward": 180.2803372528463, "is_deterministic": false, "n_eval_episodes": 10, "eval_datetime": "2023-06-26T08:53:00.531600"}
 
1
+ {"mean_reward": 268.5, "std_reward": 78.16808811785025, "is_deterministic": false, "n_eval_episodes": 10, "eval_datetime": "2023-06-26T08:59:08.507395"}
train_eval_metrics.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:c6a7590119e3dee88af40524eeba96d9cfd5edb1967610a58a5303d363e3e14c
3
- size 609
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:14b4b67336643e0cfbde5ed2887ed43414bf9d212a79a0e46ddaa545d8be3b5f
3
+ size 5711