SKU RLE-1103 · Sold by External
WebShop
Product specifications
| SKU | RLE-1103 |
|---|---|
| Data type | RL environments |
| Volume | 12087 crowd-sourced instructions (1.18M products; 500-task common test set) |
| Size on disk | Not published by source |
| Format | Python (Flask web app + gym text interface) + downloadable product data & search index |
| Access model | PUBLIC LICENSE |
| Pricing | Free · open-source license |
| Quality score | — |
| License | MIT |
WebShop is a large-scale simulated e-commerce web environment where an agent must find, customize and purchase a product that matches a natural-language instruction, dealing with compositional instructions, query reformulation and noisy webpage text. The action space has two verbs: search[query] (on the search page) and click[element] (product ids, navigation, attribute options, buy). It is built from 1.18M real-world Amazon products with 12,087 crowd-sourced instructions and ~1,600 human demonstrations; episodes run up to ~15 steps and yield a dense reward in [0,1] based on attribute/option/price matching. Text and web (visual) interfaces are provided; a common test set of 500 instructions is standard.