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sdpkjc
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BreakoutNoFrameskip-v4-dqn_atari-seed3

Reinforcement Learning
TensorBoard
cleanrl
BreakoutNoFrameskip-v4
deep-reinforcement-learning
custom-implementation
Eval Results
Model card Files Metrics Community
sdpkjc commited on
Commit
cd10e9f
·
1 Parent(s): ddbcd0d

pushing model

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Files changed (10) hide show
  1. README.md +3 -3
  2. dqn_atari.cleanrl_model +1 -1
  3. events.out.tfevents.1689274060.4090-171.1551380.0 → events.out.tfevents.1689750020.4090-171.2438619.0 +2 -2
  4. replay.mp4 +0 -0
  5. videos/BreakoutNoFrameskip-v4__dqn_atari__3__1689274052-eval/rl-video-episode-0.mp4 +0 -0
  6. videos/BreakoutNoFrameskip-v4__dqn_atari__3__1689274052-eval/rl-video-episode-1.mp4 +0 -0
  7. videos/BreakoutNoFrameskip-v4__dqn_atari__3__1689274052-eval/rl-video-episode-8.mp4 +0 -0
  8. videos/BreakoutNoFrameskip-v4__dqn_atari__3__1689750013-eval/rl-video-episode-0.mp4 +0 -0
  9. videos/BreakoutNoFrameskip-v4__dqn_atari__3__1689750013-eval/rl-video-episode-1.mp4 +0 -0
  10. videos/BreakoutNoFrameskip-v4__dqn_atari__3__1689750013-eval/rl-video-episode-8.mp4 +0 -0
README.md CHANGED
@@ -16,7 +16,7 @@ model-index:
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  type: BreakoutNoFrameskip-v4
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  metrics:
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  - type: mean_reward
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- value: 153.90 +/- 124.91
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  name: mean_reward
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  verified: false
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  ---
@@ -46,7 +46,7 @@ curl -OL https://huggingface.co/sdpkjc/BreakoutNoFrameskip-v4-dqn_atari-seed3/ra
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  curl -OL https://huggingface.co/sdpkjc/BreakoutNoFrameskip-v4-dqn_atari-seed3/raw/main/pyproject.toml
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  curl -OL https://huggingface.co/sdpkjc/BreakoutNoFrameskip-v4-dqn_atari-seed3/raw/main/poetry.lock
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  poetry install --all-extras
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- python dqn_atari.py --track --capture-video --save-model --hf-entity sdpkjc --upload-mode --env-id BreakoutNoFrameskip-v4 --seed 3
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  ```
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  # Hyperparameters
@@ -70,7 +70,7 @@ python dqn_atari.py --track --capture-video --save-model --hf-entity sdpkjc --up
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  'target_network_frequency': 1000,
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  'tau': 1.0,
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  'torch_deterministic': True,
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- 'total_timesteps': 10000000,
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  'track': True,
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  'train_frequency': 4,
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  'upload_model': True,
 
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  type: BreakoutNoFrameskip-v4
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  metrics:
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  - type: mean_reward
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+ value: 29.30 +/- 13.15
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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/sdpkjc/BreakoutNoFrameskip-v4-dqn_atari-seed3/raw/main/pyproject.toml
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  curl -OL https://huggingface.co/sdpkjc/BreakoutNoFrameskip-v4-dqn_atari-seed3/raw/main/poetry.lock
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  poetry install --all-extras
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+ python dqn_atari.py --track --capture-video --save-model --hf-entity sdpkjc --upload-mode --seed 3 --total-timesteps 1000000
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  ```
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  # Hyperparameters
 
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  'target_network_frequency': 1000,
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  'tau': 1.0,
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  'torch_deterministic': True,
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+ 'total_timesteps': 1000000,
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  'track': True,
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  'train_frequency': 4,
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  'upload_model': True,
dqn_atari.cleanrl_model CHANGED
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events.out.tfevents.1689274060.4090-171.1551380.0 → events.out.tfevents.1689750020.4090-171.2438619.0 RENAMED
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videos/BreakoutNoFrameskip-v4__dqn_atari__3__1689750013-eval/rl-video-episode-8.mp4 ADDED
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