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README.md CHANGED
@@ -22,15 +22,14 @@ model-index:
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  ---
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  # sl_Sprout **Q-Learning** Agent playing **FrozenLake-v1**
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- This is a trained model of a **Q-Learning** agent playing **FrozenLake-v1** .
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  ## Usage
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  ```python
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- model = load_from_hub(repo_id="AllIllusion/q-FrozenLake-v1-4x4-no_slippery", filename="sl_TabularModel_FrozenLake-v1.pkl")
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  # Don't forget to check if you need to add additional attributes (is_slippery=False etc)
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  env = gym.make(model["FrozenLake-v1"])
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- ```
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-
 
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  ---
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  # sl_Sprout **Q-Learning** Agent playing **FrozenLake-v1**
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+ This is a trained model of a **Q-Learning** agent playing **FrozenLake-v1**.
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  ## Usage
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  ```python
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+ model = load_from_hub(repo_id="AllIllusion/q-FrozenLake-v1-4x4-no_slippery", filename="q-learning.pkl")
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  # Don't forget to check if you need to add additional attributes (is_slippery=False etc)
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  env = gym.make(model["FrozenLake-v1"])
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+ ```
 
q-learning.pkl ADDED
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replay.mp4 CHANGED
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results.json CHANGED
@@ -1 +1 @@
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- {"env_id": "FrozenLake-v1", "numEpisode_Eval": 100, "mean_reward": 1.12, "std_reward": 0.0, "datetime_Eval": "2025-04-25T22:21:54.058547"}
 
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+ {"env_id": "FrozenLake-v1", "n_eval_episodes": 200, "mean_reward": 1.12, "std_reward": 0.0, "eval_datetime": "2025-05-01T14:12:35.983248"}
sl_TabularModel_FrozenLake-v1.pkl CHANGED
@@ -1,3 +1,3 @@
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