Hugging Face's logo

usix79
/
dqn-SpaceInvadersNoFrameskip-v4-13

Reinforcement Learning
stable-baselines3
SpaceInvadersNoFrameskip-v4
deep-reinforcement-learning
Eval Results (legacy)
Model card Files
xet
 Community
usix79 commited on
Commit
795ac83
·
1 Parent(s): f76bf88

Initial commit

Browse files
Files changed (9) hide show
  1. README.md +2 -2
  2. args.yml +3 -3
  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. 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: 270.00 +/- 30.00
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: 537.50 +/- 190.03
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
@@ -4,13 +4,13 @@
4
  - - conf_file
5
  - null
6
  - - device
7
- - auto
8
  - - env
9
  - SpaceInvadersNoFrameskip-v4
10
  - - env_kwargs
11
  - null
12
  - - eval_episodes
13
- - 1
14
  - - eval_freq
15
  - 25000
16
  - - gym_packages
@@ -54,7 +54,7 @@
54
  - - save_replay_buffer
55
  - false
56
  - - seed
57
- - 1873833679
58
  - - storage
59
  - null
60
  - - study_name
 
4
  - - conf_file
5
  - null
6
  - - device
7
+ - mps
8
  - - env
9
  - SpaceInvadersNoFrameskip-v4
10
  - - env_kwargs
11
  - null
12
  - - eval_episodes
13
+ - 5
14
  - - eval_freq
15
  - 25000
16
  - - gym_packages
 
54
  - - save_replay_buffer
55
  - false
56
  - - seed
57
+ - 4103083529
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
+ - 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 sha256:61b4923cb760e5d7c03e353a80519effb4958a37f1ba4a1ee6f00e4f07053af9
3
- size 13713455
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:86379b2932bdde06f2cff2bb9f4ec9eeb5660947db31b747b6f92c10decfe830
3
+ size 27218196
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 sha256:0b69a6cb94f8a9599ea4291f66c0618fbf541f7509cd0bdc82e64322acea359b
3
- size 687
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5e04a7eef29799dba6397b379ea47362c5cb28f2d1bd2756f069b094655a63eb
3
+ size 13505419
dqn-SpaceInvadersNoFrameskip-v4/policy.pth CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b48dd5f90f11e910e3a1350d9b98bbf76a0b20684cc259ffb6738a0360a14bf1
3
  size 13504745
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:27e130e0e633fcde3b25657b0d0a61094263928a90f62d17c2600b10af84ab89
3
  size 13504745
results.json CHANGED
@@ -1 +1 @@
1
- {"mean_reward": 270.0, "std_reward": 30.0, "is_deterministic": false, "n_eval_episodes": 10, "eval_datetime": "2023-04-28T12:39:37.163133"}
 
1
+ {"mean_reward": 537.5, "std_reward": 190.029602957013, "is_deterministic": false, "n_eval_episodes": 10, "eval_datetime": "2023-04-28T14:17:34.831350"}
train_eval_metrics.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:375b5c9e6a84e51c564d0d13745236f544dc36e38d148be6583335ea2008cbf1
3
- size 5718
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7e616dd127207cb4e21aad6b2292eb636675f1180f25187c06010485fcc44075
3
+ size 37382