off-policy evaluation

Model-based Reinforcement Learning for Confounded POMDPs ICML 2024 Off-policy estimation with adaptively collected data: the power of online learning NeurIPS 2024 Off-policy Evaluation Beyond Overlap: Sharp Partial Identification Under Smoothness ICML 2024 Off-Policy Selection for Initiating Human-Centric Experimental Design NeurIPS 2024 On the Curses of Future and History in Future-dependent Value Functions for Off-policy Evaluation NeurIPS 2024 On Trajectory Augmentations for Off-Policy Evaluation ICLR 2024 Policy Evaluation for Reinforcement Learning from Human Feedback: A Sample Complexity Analysis AISTATS 2024 PoRank: A Practical Framework for Learning to Rank Policies IJCAI 2024 Predictive Performance Comparison of Decision Policies Under Confounding ICML 2024 RL in Latent MDPs is Tractable: Online Guarantees via Off-Policy Evaluation NeurIPS 2024 Robust Offline Reinforcement Learning with Heavy-Tailed Rewards AISTATS 2024 RoME: A Robust Mixed-Effects Bandit Algorithm for Optimizing Mobile Health Interventions NeurIPS 2024 Towards Assessing and Benchmarking Risk-Return Tradeoff of Off-Policy Evaluation ICLR 2024 Two-way Deconfounder for Off-policy Evaluation in Causal Reinforcement Learning NeurIPS 2024 Adversarial Counterfactual Environment Model Learning NeurIPS 2023 An Instrumental Variable Approach to Confounded Off-Policy Evaluation ICML 2023 Balanced Off-Policy Evaluation for Personalized Pricing AISTATS 2023 Conformal Off-Policy Prediction AISTATS 2023 Counterfactual-Augmented Importance Sampling for Semi-Offline Policy Evaluation NeurIPS 2023 Counterfactual Evaluation of Peer-Review Assignment Policies NeurIPS 2023 Counterfactual Learning with General Data-Generating Policies AAAI 2023 Future-Dependent Value-Based Off-Policy Evaluation in POMDPs NeurIPS 2023 Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits NeurIPS 2023 Multiple-policy High-confidence Policy Evaluation AISTATS 2023 Multiply Robust Off-policy Evaluation and Learning under Truncation by Death ICML 2023