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Conformal Off-Policy Prediction in Contextual Bandits
Most off-policy evaluation methods for contextual bandits have focused on the expected outcome of a policy, which is estimated via methods that at best provide only asymptotic... -
Synthetic dataset for opportunistic contextual bandits
The dataset used in the paper is a synthetic dataset with 20 possible arms, each associated with a disjoint unknown coefficient θ(a). -
Synthetic Data
The dataset used in the paper is a synthetic dataset for off-policy contextual bandits, with contexts x ∈ X, a finite set of actions A, and bounded real rewards r ∈ A → [0, 1].
