off-policy evaluation

Off-Policy Evaluation for Episodic Partially Observable Markov Decision Processes under Non-Parametric Models NeurIPS 2022 Off-Policy Evaluation for Large Action Spaces via Embeddings ICML 2022 Off-Policy Evaluation with Deficient Support Using Side Information NeurIPS 2022 Off-Policy Evaluation with Policy-Dependent Optimization Response NeurIPS 2022 Off-Policy Fitted Q-Evaluation with Differentiable Function Approximators: Z-Estimation and Inference Theory ICML 2022 Off-Policy Risk Assessment for Markov Decision Processes AISTATS 2022 On Well-posedness and Minimax Optimal Rates of Nonparametric Q-function Estimation in Off-policy Evaluation ICML 2022 PER-ETD: A Polynomially Efficient Emphatic Temporal Difference Learning Method ICLR 2022 Scalable and Robust Self-Learning for Skill Routing in Large-Scale Conversational AI Systems NAACL 2022 Stateful Offline Contextual Policy Evaluation and Learning AISTATS 2022 Supervised Off-Policy Ranking ICML 2022 Active Offline Policy Selection NeurIPS 2021 A Deep Reinforcement Learning Approach to Marginalized Importance Sampling with the Successor Representation ICML 2021 Average-Reward Off-Policy Policy Evaluation with Function Approximation ICML 2021 BCORLE(λ): An Offline Reinforcement Learning and Evaluation Framework for Coupons Allocation in E-commerce Market NeurIPS 2021 Benchmarks for Deep Off-Policy Evaluation ICLR 2021 Bootstrapping Fitted Q-Evaluation for Off-Policy Inference ICML 2021 Confident Off-Policy Evaluation and Selection through Self-Normalized Importance Weighting AISTATS 2021 Control Variates for Slate Off-Policy Evaluation NeurIPS 2021 Deep Jump Learning for Off-Policy Evaluation in Continuous Treatment Settings NeurIPS 2021 Deeply-Debiased Off-Policy Interval Estimation ICML 2021 Deep Proxy Causal Learning and its Application to Confounded Bandit Policy Evaluation NeurIPS 2021 High-Confidence Off-Policy (or Counterfactual) Variance Estimation AAAI 2021 Learning "What-if" Explanations for Sequential Decision-Making ICLR 2021 Minimax Model Learning AISTATS 2021