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| name: ai-support-ticket | |
| version: "1.0.0" | |
| description: "AI-powered customer support ticket environment where an agent must triage, classify, and resolve support tickets." | |
| tags: | |
| - openenv | |
| - customer-support | |
| - nlp | |
| env: | |
| reset_endpoint: "/reset" | |
| step_endpoint: "/step" | |
| state_endpoint: "/state" | |
| tasks: | |
| - name: classify_ticket | |
| description: "Classify a support ticket into the correct category and priority." | |
| difficulty: easy | |
| max_steps: 1 | |
| reward_threshold: 0.5 | |
| - name: resolve_ticket | |
| description: "Generate an appropriate resolution for a support ticket." | |
| difficulty: medium | |
| max_steps: 1 | |
| reward_threshold: 0.5 | |
| - name: triage_queue | |
| description: "Triage a queue of mixed tickets, prioritizing critical issues correctly." | |
| difficulty: hard | |
| max_steps: 3 | |
| reward_threshold: 0.5 | |
| observation_space: | |
| type: object | |
| properties: | |
| task: | |
| type: string | |
| ticket_id: | |
| type: string | |
| subject: | |
| type: string | |
| description: | |
| type: string | |
| current_status: | |
| type: string | |
| step: | |
| type: integer | |
| done: | |
| type: boolean | |
| action_space: | |
| type: object | |
| properties: | |
| category: | |
| type: string | |
| enum: [billing, technical, account, shipping, general] | |
| priority: | |
| type: string | |
| enum: [low, medium, high, critical] | |
| resolution: | |
| type: string | |
| status: | |
| type: string | |
| reward_range: [0.0, 1.0] | |