policy evaluation

Uncorrected Least-Squares Temporal Difference with Lambda-Return AAAI 2020 Unknown mixing times in apprenticeship and reinforcement learning UAI 2020 Adaptive Temporal-Difference Learning for Policy Evaluation with Per-State Uncertainty Estimates NeurIPS 2019 CAB: Continuous Adaptive Blending for Policy Evaluation and Learning ICML 2019 Distributional reinforcement learning with linear function approximation AISTATS 2019 Finite-Time Analysis of Distributed TD(0) with Linear Function Approximation on Multi-Agent Reinforcement Learning ICML 2019 Neural Temporal-Difference Learning Converges to Global Optima NeurIPS 2019 Planning with Expectation Models IJCAI 2019 Policy Evaluation with Latent Confounders via Optimal Balance NeurIPS 2019 The Gap Between Model-Based and Model-Free Methods on the Linear Quadratic Regulator: An Asymptotic Viewpoint COLT 2019 Two-Timescale Networks for Nonlinear Value Function Approximation ICLR 2019 Variance Reduced Policy Evaluation with Smooth Function Approximation NeurIPS 2019 A Unified Approach for Multi-step Temporal-Difference Learning with Eligibility Traces in Reinforcement Learning IJCAI 2018 Balanced Policy Evaluation and Learning NeurIPS 2018 Exploration by Distributional Reinforcement Learning IJCAI 2018 Finite Sample Analysis of LSTD with Random Projections and Eligibility Traces IJCAI 2018 Least-Squares Temporal Difference Learning for the Linear Quadratic Regulator ICML 2018 Multi-Agent Reinforcement Learning via Double Averaging Primal-Dual Optimization NeurIPS 2018 Policy Evaluation and Optimization with Continuous Treatments AISTATS 2018 Sparse Gaussian Process Temporal Difference Learning for Marine Robot Navigation CoRL 2018 Data-Efficient Policy Evaluation Through Behavior Policy Search ICML 2017 Efficient Reinforcement Learning with Hierarchies of Machines by Leveraging Internal Transitions IJCAI 2017 Finite Sample Analysis of the GTD Policy Evaluation Algorithms in Markov Setting NeurIPS 2017 Learning Sparse Representations in Reinforcement Learning with Sparse Coding IJCAI 2017 Stochastic Variance Reduction Methods for Policy Evaluation ICML 2017