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+ id: ecommerce-recommendation-env
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+ name: E-commerce Recommendation Environment
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+ description: RL environment simulating user sessions and product recommendations
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+ version: 1.0.0
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+
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+ entry_point: env:EcommerceEnv
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+
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+ observation_space:
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+ user_id: int
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+ history: List[int]
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+
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+ action_space:
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+ recommended_product: int
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+
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+ reward:
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+ type: float
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+ range: [-1, 1]
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+
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+ tasks:
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+ - name: easy
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+ description: Maximize clicks
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+ - name: medium
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+ description: Predict purchases
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+ - name: hard
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+ description: Maximize session reward