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  1. README.md +27 -0
  2. hyperparameters.json +1 -0
  3. model.pt +3 -0
  4. replay.mp4 +0 -0
  5. results.json +1 -0
README.md ADDED
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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: 33.30 +/- 15.57
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+ name: mean_reward
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+ verified: false
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+ ---
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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 ADDED
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+ {"h_size": 128, "n_training_episodes": 20000, "n_evaluation_episodes": 10, "max_t": 500, "gamma": 0.99, "lr": 5e-05, "entropy_coeff": 0.01, "baseline": true, "baseline_decay": 0.99, "env_id": "Pixelcopter-PLE-v0", "state_space": 7, "action_space": 2, "batch_size": 32}
model.pt ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:d1ce36873ea29c84bce3038277f0c2d8f2d90f514494bb5738332a62b6b06528
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+ size 141620
replay.mp4 ADDED
Binary file (7.58 kB). View file
 
results.json ADDED
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+ {"env_id": "Pixelcopter-PLE-v0", "mean_reward": 33.3, "n_evaluation_episodes": 10, "eval_datetime": "2024-01-31T06:05:51.678660"}