arXiv Open Access 2022

Sequential Counterfactual Decision-Making Under Confounded Reward

Erik Skalnes

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Abstrak

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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cs.AI

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Erik Skalnes

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Skalnes, E. (2022). Sequential Counterfactual Decision-Making Under Confounded Reward. https://arxiv.org/abs/2206.02216

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Tahun Terbit: 2022
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓