Skip to content
conftrace_

fitted q-evaluation

9 papers

Explore in graph

Also known as

FQE

Co-occurring keywords · papers mentioning both

off-policy evaluation (7) reinforcement learning (4) confidence interval (3) sample complexity (2) statistical inference (2) differentiable function approximator (1) mechanical ventilation (1) q function (1) conservative q-learning (1) policy value (1)

Papers

A Fine-grained Analysis of Fitted Q-evaluation: Beyond Parametric Models ICML 2024 Policy Evaluation for Reinforcement Learning from Human Feedback: A Sample Complexity Analysis AISTATS 2024 Sample Complexity of Nonparametric Off-Policy Evaluation on Low-Dimensional Manifolds using Deep Networks ICLR 2023 State-Action Similarity-Based Representations for Off-Policy Evaluation NeurIPS 2023 Towards Safe Mechanical Ventilation Treatment Using Deep Offline Reinforcement Learning AAAI 2023 Off-Policy Fitted Q-Evaluation with Differentiable Function Approximators: Z-Estimation and Inference Theory ICML 2022 Bootstrapping Fitted Q-Evaluation for Off-Policy Inference ICML 2021 Sparse Feature Selection Makes Batch Reinforcement Learning More Sample Efficient ICML 2021 Interpretable Off-Policy Evaluation in Reinforcement Learning by Highlighting Influential Transitions ICML 2020