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05/21/2022
Pessimism for Offline Linear Contextual Bandits using ℓ_p Confidence Sets
We present a family {π̂}_p≥ 1 of pessimistic learning rules for offline ...
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12/28/2021
Exponential Family Model-Based Reinforcement Learning via Score Matching
We propose an optimistic model-based algorithm, dubbed SMRL, for finite-...
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04/14/2021
