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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: PPO-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: 3.70 +/- 5.88
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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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+ {"n_steps": 1024, "batch_size": 64, "n_epochs": 4, "gamma": 0.999, "gae_lambda": 0.98, "ent_coef": 0.01, "verbose": 1}
model.pt ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:f2fe080f5bafb38905751dbcd6424397e69216c6c0eb9a4e2c7af20232c0224a
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+ size 144107
replay.mp4 ADDED
Binary file (5.01 kB). View file
 
results.json ADDED
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+ {"env_id": "Pixelcopter-PLE-v0", "mean_reward": 3.7, "n_evaluation_episodes": 10, "eval_datetime": "2023-11-27T15:44:50.498676"}