| Definition | Optimal promotional campaigns on pasta |
| No of environments | 1 |
| No of transitions | ~1.9M |
The dataset consists of 118 daily time series representing the SKU-level sales from 01/01/2014 to 31/12/2018 of 4 national pasta brands. Besides univariate time series data, the quantity sold is integrated by information on the presence or the absence of a promotion.
A contextual environment corresponds to 1 store, 1 brand, 1 item and 1 margin. There is 1 store, 4 brands, between 10 and 44 items per brand, and 10 different values for the margin. Nevertheles, we define the environment as the number of store which is 1.
| Example observations | Number of sales for a given brand and item |
| Example actions | Promotion flag for a given brand and item |
| Example reward | Sales assuming different values for the margin |