Hugging Face's logo

cleanrl
/
CartPole-v1-dqn-seed2

Reinforcement Learning
TensorBoard
CartPole-v1
deep-reinforcement-learning
custom-implementation
Eval Results
Model card Files Metrics Community
vwxyzjn commited on
Commit
11bc228
•
1 Parent(s): 70faff8

pushing model

Browse files
Files changed (10) hide show
  1. README.md +3 -3
  2. dqn.cleanrl_model +0 -0
  3. events.out.tfevents.1668715985.pop-os.2882154.0 +3 -0
  4. replay.mp4 +0 -0
  5. videos/CartPole-v1__dqn__2__1668715966-eval/rl-video-episode-0.mp4 +0 -0
  6. videos/CartPole-v1__dqn__2__1668715966-eval/rl-video-episode-1.mp4 +0 -0
  7. videos/CartPole-v1__dqn__2__1668715966-eval/rl-video-episode-8.mp4 +0 -0
  8. videos/CartPole-v1__dqn__2__1668715985-eval/rl-video-episode-0.mp4 +0 -0
  9. videos/CartPole-v1__dqn__2__1668715985-eval/rl-video-episode-1.mp4 +0 -0
  10. videos/CartPole-v1__dqn__2__1668715985-eval/rl-video-episode-8.mp4 +0 -0
README.md CHANGED
@@ -15,7 +15,7 @@ model-index:
15
  type: CartPole-v1
16
  metrics:
17
  - type: mean_reward
18
- value: 12.40 +/- 1.85
19
  name: mean_reward
20
  verified: false
21
  ---
@@ -33,7 +33,7 @@ curl -OL https://huggingface.co/cleanrl/CartPole-v1-dqn-seed2/raw/main/dqn.py
33
  curl -OL https://huggingface.co/cleanrl/CartPole-v1-dqn-seed2/raw/main/pyproject.toml
34
  curl -OL https://huggingface.co/cleanrl/CartPole-v1-dqn-seed2/raw/main/poetry.lock
35
  poetry install --all-extras
36
- python dqn.py --save-model --upload-model --hf-entity cleanrl --cuda False --total-timesteps 1000 --seed 2
37
  ```
38
 
39
  # Hyperparameters
@@ -55,7 +55,7 @@ python dqn.py --save-model --upload-model --hf-entity cleanrl --cuda False --tot
55
  'start_e': 1,
56
  'target_network_frequency': 500,
57
  'torch_deterministic': True,
58
- 'total_timesteps': 1000,
59
  'track': False,
60
  'train_frequency': 10,
61
  'upload_model': True,
 
15
  type: CartPole-v1
16
  metrics:
17
  - type: mean_reward
18
+ value: 301.00 +/- 52.06
19
  name: mean_reward
20
  verified: false
21
  ---
 
33
  curl -OL https://huggingface.co/cleanrl/CartPole-v1-dqn-seed2/raw/main/pyproject.toml
34
  curl -OL https://huggingface.co/cleanrl/CartPole-v1-dqn-seed2/raw/main/poetry.lock
35
  poetry install --all-extras
36
+ python dqn.py --save-model --upload-model --hf-entity cleanrl --cuda False --total-timesteps 100000 --seed 2
37
  ```
38
 
39
  # Hyperparameters
 
55
  'start_e': 1,
56
  'target_network_frequency': 500,
57
  'torch_deterministic': True,
58
+ 'total_timesteps': 100000,
59
  'track': False,
60
  'train_frequency': 10,
61
  'upload_model': True,
dqn.cleanrl_model CHANGED
Binary files a/dqn.cleanrl_model and b/dqn.cleanrl_model differ
 
events.out.tfevents.1668715985.pop-os.2882154.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fa39641637e94362b80914c41e5013bb609a64a826ea0399a8a7524a2cae0fef
3
+ size 391782
replay.mp4 CHANGED
Binary files a/replay.mp4 and b/replay.mp4 differ
 
videos/CartPole-v1__dqn__2__1668715966-eval/rl-video-episode-0.mp4 DELETED
Binary file (4.51 kB)
 
videos/CartPole-v1__dqn__2__1668715966-eval/rl-video-episode-1.mp4 DELETED
Binary file (3.81 kB)
 
videos/CartPole-v1__dqn__2__1668715966-eval/rl-video-episode-8.mp4 DELETED
Binary file (4.16 kB)
 
videos/CartPole-v1__dqn__2__1668715985-eval/rl-video-episode-0.mp4 ADDED
Binary file (27.2 kB). View file
 
videos/CartPole-v1__dqn__2__1668715985-eval/rl-video-episode-1.mp4 ADDED
Binary file (38.9 kB). View file
 
videos/CartPole-v1__dqn__2__1668715985-eval/rl-video-episode-8.mp4 ADDED
Binary file (28.4 kB). View file