Sequential Counterfactual Decision-Making Under Confounded Reward

06/05/2022

∙

by   Erik Skalnes, et al.

∙

0

∙

share

We investigate the limitations of random trials when the cause of interest is confounded with the effect by formalizing a counterfactual policy-space where the agent's natural predilection is input to a soft-intervention.