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.

翻译：我们调查随机审判的局限性,当有关利益的原因与影响混淆时,我们通过正式确定反事实政策空间,使代理人的自然偏好有助于软干预。