procure-rl / openenv.yaml
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spec_version: 1
name: procure-rl
version: "1.0.0"
type: space
runtime: fastapi
app: server.app:app
port: 7860
description: "LLM agent learns procurement negotiation strategy against scripted supplier opponents with hidden utility functions"
author: "procure-rl"
tags:
- openenv
- negotiation
- procurement
- real-world
- rl
tasks:
- id: single_issue
description: "Negotiate software license price with cooperative supplier"
difficulty: easy
max_steps: 6
reward_range: [0.0, 1.0]
- id: multi_issue
description: "Negotiate price and payment terms with cash-flow-sensitive supplier"
difficulty: medium
max_steps: 8
reward_range: [0.0, 1.0]
- id: adversarial
description: "Negotiate multiple issues against aggressive anchoring supplier"
difficulty: hard
max_steps: 10
reward_range: [0.0, 1.0]
reward_range: [0.0, 1.0]
observation_space:
type: object
description: "Natural language supplier message with structured negotiation state and rapport signal"
action_space:
type: object
description: "Negotiation move type, structured terms, and natural language message"