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Sequential Counterfactual Decision-Making Under Confounded Reward

Published 5 Jun 2022 in cs.AI | (2206.02216v1)

Abstract: 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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