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README.md

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+---
+tags:
+- LunarLander-v2
+- reinforce
+- reinforcement-learning
+- custom-implementation
+- deep-rl-class
+model-index:
+- name: Reinforce-LunarLander-v2
+  results:
+  - task:
+      type: reinforcement-learning
+      name: reinforcement-learning
+    dataset:
+      name: LunarLander-v2
+      type: LunarLander-v2
+    metrics:
+    - type: mean_reward
+      value: -176.24 +/- 185.11
+      name: mean_reward
+      verified: false
+---
+
+# **Reinforce** Agent playing **LunarLander-v2**
+This is a trained model of a **Reinforce** agent playing **LunarLander-v2** .
+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": 16, "n_training_episodes": 2000, "n_evaluation_episodes": 10, "max_t": 10000, "max_eval": 150000, "gamma": 1.0, "lr": 0.01, "env_id": "LunarLander-v2", "state_space": 8, "action_space": 4}

model.pt

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+version https://git-lfs.github.com/spec/v1
+oid sha256:9e7cf5a45d83a1fe7b97fa53104655c166bfbadad8e6b1792f5a7f5fb9931b80
+size 3648

results.json

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+{"env_id": "LunarLander-v2", "mean_reward": -176.23590497545712, "n_evaluation_episodes": 10, "eval_datetime": "2024-10-06T20:34:21.971839"}