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name: polypharmacy_env
version: "0.1.0"
description: >
An OpenEnv environment that simulates elderly polypharmacy medication review.
An RL agent acts as a clinical pharmacist assistant, identifying dangerous
drug-drug interactions, Beers-criteria violations, and proposing safe
interventions (stop, dose-reduce, substitute, monitor).
author: "PolypharmacyEnv Team"
tags:
- healthcare
- polypharmacy
- openenv
type: space
runtime: fastapi
app: backend.main:app
port: 7860
tasks:
- id: easy_screening
description: "Small regimen (3-5 drugs) with one severe DDI. Identify and resolve it."
difficulty: easy
- id: budgeted_screening
description: "Medium regimen (6-10 drugs) with multiple DDIs and Beers issues under query/intervention budgets."
difficulty: medium
- id: complex_tradeoff
description: "Large regimen (10-15 drugs) including critical drugs. Balance risk reduction against regimen disruption."
difficulty: hard
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