off-policy evaluation

Off-Policy Evaluation for Human Feedback NeurIPS 2023 Off-Policy Evaluation for Large Action Spaces via Conjunct Effect Modeling ICML 2023 On the Reuse Bias in Off-Policy Reinforcement Learning IJCAI 2023 On the Sample Complexity of Vanilla Model-Based Offline Reinforcement Learning with Dependent Samples AAAI 2023 Optimal Treatment Allocation for Efficient Policy Evaluation in Sequential Decision Making NeurIPS 2023 Policy-Adaptive Estimator Selection for Off-Policy Evaluation AAAI 2023 Sample Complexity of Nonparametric Off-Policy Evaluation on Low-Dimensional Manifolds using Deep Networks ICLR 2023 Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems ACL 2023 Scaling Marginalized Importance Sampling to High-Dimensional State-Spaces via State Abstraction AAAI 2023 Semiparametrically Efficient Off-Policy Evaluation in Linear Markov Decision Processes ICML 2023 State-Action Similarity-Based Representations for Off-Policy Evaluation NeurIPS 2023 Variational Latent Branching Model for Off-Policy Evaluation ICLR 2023 A Minimax Learning Approach to Off-Policy Evaluation in Confounded Partially Observable Markov Decision Processes ICML 2022 Bellman Residual Orthogonalization for Offline Reinforcement Learning NeurIPS 2022 Beyond the Return: Off-policy Function Estimation under User-specified Error-measuring Distributions NeurIPS 2022 Case-based off-policy evaluation using prototype learning UAI 2022 Conformal Off-Policy Prediction in Contextual Bandits NeurIPS 2022 COptiDICE: Offline Constrained Reinforcement Learning via Stationary Distribution Correction Estimation ICLR 2022 Data poisoning attacks on off-policy policy evaluation methods UAI 2022 Debiasing Samples from Online Learning Using Bootstrap AISTATS 2022 Doubly Robust Distributionally Robust Off-Policy Evaluation and Learning ICML 2022 Local Metric Learning for Off-Policy Evaluation in Contextual Bandits with Continuous Actions NeurIPS 2022 Marginalized Operators for Off-policy Reinforcement Learning AISTATS 2022 Markovian Interference in Experiments NeurIPS 2022 Off-Policy Evaluation for Action-Dependent Non-stationary Environments NeurIPS 2022