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- # **Reinforce** Agent playing **Pixelcopter-PLE-v0**
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- This is a trained model of a **Reinforce** agent playing **Pixelcopter-PLE-v0** .
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- To learn to use this model and train yours check Unit 4 of the Deep Reinforcement Learning Course: https://huggingface.co/deep-rl-course/unit4/introduction
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # **Reinforce** Agent playing **Pixelcopter-PLE-v0**
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+ This is a trained model of a **Reinforce** agent playing **Pixelcopter-PLE-v0** .
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+ To learn to use this model and train yours check Unit 4 of the Deep Reinforcement Learning Course: https://huggingface.co/deep-rl-course/unit4/introduction
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+
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+ ## Training Time
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+ Trained on 50 000 timesteps for 4 hours and 20 minutes.
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+
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+ ## Hyperparameters
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+ ```python
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+ pixelcopter_hyperparameters = {
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+ "h_size": 64,
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+ "n_training_episodes": 50000,
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+ "n_evaluation_episodes": 10,
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+ "max_t": 10000,
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+ "gamma": 0.99,
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+ "lr": 1e-4,
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+ "env_id": env_id,
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+ "state_space": s_size,
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+ "action_space": a_size,
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+ }
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+ ```
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