Experiment Data

Experiments require agent profile data in YAML format, organized into businesses/ and customers/ directories.

Customer

yaml

id: customer_0001
name: Customer 1
request: I want to buy...
menu_features:
  - Item_00: 0.00
  - Item_01: 0.00
amenity_features:
  - Amenity_03

Fields:

id (string): Unique customer identifier
name (string): Customer display name
request (string): What the customer is looking for
menu_features (list): Desired menu items with expected price
amenity_features (list): Desired amenities

Business

yaml

id: business_0001
name: Business 1
description: Business 1
rating: 1.0
progenitor_customer: customer_0001
menu_features:
  Item_22: 1.0
  Item_21: 1.09
  Item_24: 0.99
amenity_features:
  Free Wifi: false
  Outdoor Seating: false
  Takes Reservations: false
  Offers Delivery: true
min_price_factor: 0.8

Fields:

id (string): Unique business identifier
name (string): Business display name
description (string): Business description
rating (float): Business rating (0-1 scale)
progenitor_customer (string): Associated customer ID (used in data generation)
menu_features (dict): Menu items with prices
amenity_features (dict): Available amenities (boolean)
min_price_factor (float): Minimum pricing multiplier

Directory Structure

experiment_data/
├── businesses/
│   ├── business_0001.yaml
│   ├── business_0002.yaml
│   └── ...
└── customers/
    ├── customer_0001.yaml
    ├── customer_0002.yaml
    └── ...