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Browse files- README.md +27 -0
 - hyperparameters.json +1 -0
 - model.pt +3 -0
 - replay.mp4 +0 -0
 - results.json +1 -0
 
    	
        README.md
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            ---
         
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            tags:
         
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            - Pixelcopter-PLE-v0
         
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            - reinforce
         
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            - reinforcement-learning
         
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            - custom-implementation
         
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            - deep-rl-class
         
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            model-index:
         
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            - name: Reinforce-Pixelcopter-PLE-v0
         
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              results:
         
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              - task:
         
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                  type: reinforcement-learning
         
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                  name: reinforcement-learning
         
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                dataset:
         
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                  name: Pixelcopter-PLE-v0
         
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                  type: Pixelcopter-PLE-v0
         
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                metrics:
         
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                - type: mean_reward
         
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                  value: 19.90 +/- 15.25
         
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                  name: mean_reward
         
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                  verified: false
         
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            ---
         
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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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        hyperparameters.json
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            {"h_size": 64, "n_training_episodes": 50000, "n_evaluation_episodes": 10, "max_t": 10000, "gamma": 0.99, "lr": 0.0001, "env_id": "Pixelcopter-PLE-v0", "state_space": 7, "action_space": 2}
         
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        model.pt
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            version https://git-lfs.github.com/spec/v1
         
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            oid sha256:672ba24a387a6d78656e500f2faf206c8e0e4e973b3d95a0eadb56d29ffcde4c
         
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            size 39732
         
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        replay.mp4
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         Binary file (8.08 kB). View file 
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        results.json
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            {"env_id": "Pixelcopter-PLE-v0", "mean_reward": 19.9, "n_evaluation_episodes": 10, "eval_datetime": "2025-03-06T16:01:24.275403"}
         
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