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CartPole-v1-dqn-seed1

Reinforcement Learning
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cleanrl
CartPole-v1
deep-reinforcement-learning
custom-implementation
Eval Results
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vwxyzjn commited on
Commit
3fc55fa
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1 Parent(s): 3ca4ec6

pushing model

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Files changed (10) hide show
  1. README.md +3 -3
  2. dqn.cleanrl_model +0 -0
  3. events.out.tfevents.1668716294.pop-os.3066530.0 +3 -0
  4. replay.mp4 +0 -0
  5. videos/CartPole-v1__dqn__1__1668715831-eval/rl-video-episode-0.mp4 +0 -0
  6. videos/CartPole-v1__dqn__1__1668715831-eval/rl-video-episode-1.mp4 +0 -0
  7. videos/CartPole-v1__dqn__1__1668715831-eval/rl-video-episode-8.mp4 +0 -0
  8. videos/CartPole-v1__dqn__1__1668716294-eval/rl-video-episode-0.mp4 +0 -0
  9. videos/CartPole-v1__dqn__1__1668716294-eval/rl-video-episode-1.mp4 +0 -0
  10. videos/CartPole-v1__dqn__1__1668716294-eval/rl-video-episode-8.mp4 +0 -0
README.md CHANGED
@@ -15,7 +15,7 @@ model-index:
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  type: CartPole-v1
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  metrics:
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  - type: mean_reward
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- value: 76.10 +/- 28.07
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  name: mean_reward
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  verified: false
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  ---
@@ -33,7 +33,7 @@ curl -OL https://huggingface.co/cleanrl/CartPole-v1-dqn-seed1/raw/main/dqn.py
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  curl -OL https://huggingface.co/cleanrl/CartPole-v1-dqn-seed1/raw/main/pyproject.toml
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  curl -OL https://huggingface.co/cleanrl/CartPole-v1-dqn-seed1/raw/main/poetry.lock
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  poetry install --all-extras
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- python dqn.py --save-model --upload-model --hf-entity cleanrl --cuda False --total-timesteps 1000
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  ```
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  # Hyperparameters
@@ -55,7 +55,7 @@ python dqn.py --save-model --upload-model --hf-entity cleanrl --cuda False --tot
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  'start_e': 1,
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  'target_network_frequency': 500,
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  'torch_deterministic': True,
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- 'total_timesteps': 1000,
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  'track': False,
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  'train_frequency': 10,
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  'upload_model': True,
 
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  type: CartPole-v1
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  metrics:
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  - type: mean_reward
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+ value: 183.00 +/- 8.07
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  name: mean_reward
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  verified: false
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  ---
 
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  curl -OL https://huggingface.co/cleanrl/CartPole-v1-dqn-seed1/raw/main/pyproject.toml
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  curl -OL https://huggingface.co/cleanrl/CartPole-v1-dqn-seed1/raw/main/poetry.lock
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  poetry install --all-extras
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+ python dqn.py --save-model --upload-model --hf-entity cleanrl --cuda False --total-timesteps 100000 --seed 1
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  ```
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  # Hyperparameters
 
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  'start_e': 1,
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  'target_network_frequency': 500,
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  'torch_deterministic': True,
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+ 'total_timesteps': 100000,
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  'track': False,
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  'train_frequency': 10,
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  'upload_model': True,
dqn.cleanrl_model CHANGED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:7bab9e3a38a7bfe36d7e30c9eeeaa8ec6aead164b7792bb2b509361d1ef5f526
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+ size 364622
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