Sequential Counterfactual Decision-Making Under Confounded Reward
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Abstract (arXiv)
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.
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