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README.md

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+---
+tags:
+- Pixelcopter-PLE-v0
+- reinforce
+- reinforcement-learning
+- custom-implementation
+- deep-rl-class
+model-index:
+- name: Reinforce-Pixelcopter-PLE-v0
+  results:
+  - task:
+      type: reinforcement-learning
+      name: reinforcement-learning
+    dataset:
+      name: Pixelcopter-PLE-v0
+      type: Pixelcopter-PLE-v0
+    metrics:
+    - type: mean_reward
+      value: 6.20 +/- 6.19
+      name: mean_reward
+      verified: false
+---
+
+  # **Reinforce** Agent playing **Pixelcopter-PLE-v0**
+  This is a trained model of a **Reinforce** agent playiscores = reinforce(pixelcopter_policy,
+                   pixelcopter_optimizer,
+                   pixelcopter_hyperparameters["n_training_episodes"], 
+                   pixelcopter_hyperparameters["max_t"],
+                   pixelcopter_hyperparameters["gamma"], 
+                   1000)ng **Pixelcopter-PLE-v0** .
+  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
+  

hyperparameters.json

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+{"h_size": 64, "n_training_episodes": 2000, "n_evaluation_episodes": 10, "max_t": 10000, "gamma": 0.99, "lr": 0.0001, "env_id": "Pixelcopter-PLE-v0", "state_space": 7, "action_space": 2}

model.pt

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+version https://git-lfs.github.com/spec/v1
+oid sha256:3af2656053598c1efe3cf14a83d3f27199d8faf8e05c813d97554db26918a1d6
+size 39239

results.json

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+{"env_id": "Pixelcopter-PLE-v0", "mean_reward": 6.2, "n_evaluation_episodes": 10, "eval_datetime": "2023-06-26T20:27:07.429308"}