openenv.yaml

spec_version: 1
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