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Offline Reinforcement Learning

84 papers

Papers per year

4
2
11
23
15
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11

Papers

Active Offline Policy Selection NIPS 2021
Universal Off-Policy Evaluation NIPS 2021
A General Offline Reinforcement Learning Framework for Interactive Recommendation AAAI 2021
Off-Policy Evaluation and Learning for External Validity under a Covariate Shift NIPS 2020
Empirical Likelihood for Contextual Bandits NIPS 2020
Semi-Parametric Efficient Policy Learning with Continuous Actions NIPS 2019
Off-Policy Evaluation via Off-Policy Classification NIPS 2019
Offline Contextual Bandits with High Probability Fairness Guarantees NIPS 2019
Off-Policy Deep Reinforcement Learning by Bootstrapping the Covariate Shift AAAI 2019