| Definition | Advertisement channel |
| No of environments | 144 |
| No of transitions | ~195M |
This data is collected from a Turkish retail company. Time period is beginning from 2017 to the end of 2019 and sampled at 1 day.
A contextual environment corresponds to 1 store, 1 product and 1 margin. There are 144 stores, ~649 products/store and 10 different values for the margin. Nevertheles, we define the environment as the number of store which is 144.
| Example observations | Sales Revenue Stock Price DateS Store type Hierarchy |
| Example actions | Communication channel Frequency of the advertisement |
| Example reward | Benefit assuming different values for the margin |