← Keywords

policy evaluation

115 papers

Explore in graph

Also known as

OPE

Co-occurring keywords

reinforcement learning (4122) temporal difference learning (149) value function (294) offline reinforcement learning (492) causal inference (1619) function approximation (319) off-policy learning (227) markov decision process (788) temporal-difference learning (42) linear function approximation (101)

Papers

Adaptive Temporal-Difference Learning for Policy Evaluation with Per-State Uncertainty Estimates NIPS 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
Variance Reduced Policy Evaluation with Smooth Function Approximation NIPS 2019
Policy Evaluation with Latent Confounders via Optimal Balance NIPS 2019
Neural Temporal-Difference Learning Converges to Global Optima NIPS 2019
Planning with Expectation Models IJCAI 2019
CAB: Continuous Adaptive Blending for Policy Evaluation and Learning ICML 2019
Balanced Policy Evaluation and Learning NIPS 2018
Multi-Agent Reinforcement Learning via Double Averaging Primal-Dual Optimization NIPS 2018
A Unified Approach for Multi-step Temporal-Difference Learning with Eligibility Traces in Reinforcement Learning IJCAI 2018
Policy Evaluation and Optimization with Continuous Treatments AISTATS 2018
Sparse Gaussian Process Temporal Difference Learning for Marine Robot Navigation CORL 2018
Finite Sample Analysis of LSTD with Random Projections and Eligibility Traces IJCAI 2018
Exploration by Distributional Reinforcement Learning IJCAI 2018
Least-Squares Temporal Difference Learning for the Linear Quadratic Regulator ICML 2018
Stochastic Variance Reduction Methods for Policy Evaluation ICML 2017
Finite Sample Analysis of the GTD Policy Evaluation Algorithms in Markov Setting NIPS 2017
Data-Efficient Policy Evaluation Through Behavior Policy Search ICML 2017
Learning Sparse Representations in Reinforcement Learning with Sparse Coding IJCAI 2017
Efficient Reinforcement Learning with Hierarchies of Machines by Leveraging Internal Transitions IJCAI 2017
Safe and Efficient Off-Policy Reinforcement Learning NIPS 2016
Long-term Causal Effects via Behavioral Game Theory NIPS 2016
Differentially Private Policy Evaluation ICML 2016
Off-policy Model-based Learning under Unknown Factored Dynamics ICML 2015