Hugging Face's logo

avojarot
/
dqn-SpaceInvadersNoFrameskip-v4

Reinforcement Learning
stable-baselines3
SpaceInvadersNoFrameskip-v4
deep-reinforcement-learning
Eval Results
Model card Files Community
avojarot commited on
Commit
4413e76
•
1 Parent(s): ac8188d

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 +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: 220.50 +/- 70.16
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', 200000.0),
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: 622.00 +/- 228.26
20
  name: mean_reward
21
  verified: false
22
  ---
 
72
  ('gradient_steps', 1),
73
  ('learning_rate', 0.0001),
74
  ('learning_starts', 100000),
75
+ ('n_timesteps', 1000000.0),
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
- - 30675489
58
  - - storage
59
  - null
60
  - - study_name
 
54
  - - save_replay_buffer
55
  - false
56
  - - seed
57
+ - 3174229056
58
  - - storage
59
  - null
60
  - - study_name
config.yml CHANGED
@@ -18,7 +18,7 @@
18
  - - learning_starts
19
  - 100000
20
  - - n_timesteps
21
- - 200000.0
22
  - - optimize_memory_usage
23
  - false
24
  - - policy
 
18
  - - learning_starts
19
  - 100000
20
  - - n_timesteps
21
+ - 1000000.0
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:cf41272fd1b1660a1eb5f5219b703d0f308a64f992b7361dafcf6d5095949dfa
3
- size 27224803
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1d251fbbf07591e6bee4fa6e56bda0a2a18756b68eaf539e155e72c0bef58813
3
+ size 27224807
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 sha256:38ccc4426d2266aa379026244f2bf55f468eaa4d81c8bb012510a49867946e3e
3
  size 13505739
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9a3adf7019b0bf84472c19fb9774f3097343f0c818fbe103961854c22a576a44
3
  size 13505739
dqn-SpaceInvadersNoFrameskip-v4/policy.pth CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:4bbc9c57421ddc22a99874c3417a12711827dfa468303a01501a5bb70371a99b
3
  size 13504937
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ecf7eb7a58b61a62fba6ed920a5bf00db9b95aaa6acff682624be5e066dbda43
3
  size 13504937
replay.mp4 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:fd3b067ea7f31b52952d1b34812306ef615b7145c6299e325a04a65aca338dbb
3
- size 236911
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a857bad440531f8debb254f2b9d76883120dc3463a4157c041eb5bd9fad34203
3
+ size 218647
results.json CHANGED
@@ -1 +1 @@
1
- {"mean_reward": 220.5, "std_reward": 70.15874856352556, "is_deterministic": false, "n_eval_episodes": 10, "eval_datetime": "2023-02-23T15:51:33.779021"}
 
1
+ {"mean_reward": 622.0, "std_reward": 228.25643473952712, "is_deterministic": false, "n_eval_episodes": 10, "eval_datetime": "2023-02-23T17:16:13.520971"}
train_eval_metrics.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:cdb2b4a594539e1da1ffd9c9c24317a0731420aaa936a00c63577c43393fb368
3
- size 9956
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dcbd7aee4a67b3df07ecef74dcee131da971757bc8ef5fa084b29ca2f93d196b
3
+ size 36649