spec_version: 1
name: cloud_queue_env
type: space
runtime: fastapi
app: server.app:app
port: 8000

metadata:
  description: >
    A real-world queueing control environment where an agent manages
    cloud request scheduling decisions — admission control, routing,
    dispatching, and dynamic server scaling — under stochastic arrivals
    and service times. Optimizes latency, throughput, SLA compliance,
    fairness, and infrastructure cost across three benchmark tasks
    (Easy / Medium / Hard) with deterministic graders scored in (0, 1).
  tags:
    - openenv
    - reinforcement-learning
    - queueing
    - scheduling
    - cloud-operations
    - multi-objective
    - llm-agent
  difficulty: easy-to-hard
  tasks:
    - easy
    - medium
    - hard
  author: Mrkumar007