If the product recommended in the bandit session is clicked, the viewed product in the organic session in the next time index should be the same as the recommended product.
However, when we ran env.generate _ logs, we found that if the recommended product is clicked, the viewed product at the organic session at the next time index may not be the same as the recommended product.
Is this the intended behavior?
1988 37 25 bandit NaN 666.0 1.0 0.0005 [0.0005, 0.0005, 0.0005, 0.0005, 0.0005, 0.000...
1989 38 25 organic 435.0 NaN NaN NaN None
1990 39 25 organic 25.0 NaN NaN NaN None
1991 40 25 organic 1538.0 NaN NaN NaN None
Thank you for asking that question!
Currently, a clicked Bandit Product is not included in the list of Organic Events.
We think that this Product is not a PURE Organic, therefore, it is absent in the logs.
However, we are planning to introduce in RecoGym a new feature that will allow considering such products in Organic Events as a special Organic Event: Landed Click.Posted by: Criteo @ Oct. 7, 2019, 4:19 p.m.