off-policy evaluation

Bias Correction of Learned Generative Models using Likelihood-Free Importance Weighting NeurIPS 2019 Combining parametric and nonparametric models for off-policy evaluation ICML 2019 Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models ICML 2019 DualDICE: Behavior-Agnostic Estimation of Discounted Stationary Distribution Corrections NeurIPS 2019 Dynamic Measurement Scheduling for Event Forecasting using Deep RL ICML 2019 Importance Sampling Policy Evaluation with an Estimated Behavior Policy ICML 2019 Intrinsically Efficient, Stable, and Bounded Off-Policy Evaluation for Reinforcement Learning NeurIPS 2019 More Efficient Off-Policy Evaluation through Regularized Targeted Learning ICML 2019 Off-Policy Evaluation and Learning from Logged Bandit Feedback: Error Reduction via Surrogate Policy ICLR 2019 Off-Policy Evaluation via Off-Policy Classification NeurIPS 2019 On the Design of Estimators for Bandit Off-Policy Evaluation ICML 2019 Semi-Parametric Efficient Policy Learning with Continuous Actions NeurIPS 2019 Towards Optimal Off-Policy Evaluation for Reinforcement Learning with Marginalized Importance Sampling NeurIPS 2019 Truly Batch Apprenticeship Learning with Deep Successor Features IJCAI 2019 Importance Sampling for Fair Policy Selection IJCAI 2018 More Robust Doubly Robust Off-policy Evaluation ICML 2018 Consistent On-Line Off-Policy Evaluation ICML 2017 Data-Efficient Policy Evaluation Through Behavior Policy Search ICML 2017 Off-policy evaluation for slate recommendation NeurIPS 2017 Optimal and Adaptive Off-policy Evaluation in Contextual Bandits ICML 2017 Using Options and Covariance Testing for Long Horizon Off-Policy Policy Evaluation NeurIPS 2017 Bounded Off-Policy Evaluation with Missing Data for Course Recommendation and Curriculum Design ICML 2016 Data-Efficient Off-Policy Policy Evaluation for Reinforcement Learning ICML 2016 Doubly Robust Off-policy Value Evaluation for Reinforcement Learning ICML 2016 Toward Minimax Off-policy Value Estimation AISTATS 2015