conftrace_

marginalized importance sampling

6 papers

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Also known as

MIS

Co-occurring keywords · papers mentioning both

off-policy evaluation (5) density ratio (2) variance reduction (2) importance sampling (2) reinforcement learning (2) multi-step operator (1) marginalized operator (1) state marginal distribution (1) nonstationary episodic mdp (1) single-policy concentrability (1)

Papers

Optimal Conservative Offline RL with General Function Approximation via Augmented Lagrangian ICLR 2023 Scaling Marginalized Importance Sampling to High-Dimensional State-Spaces via State Abstraction AAAI 2023 Beyond the Return: Off-policy Function Estimation under User-specified Error-measuring Distributions NeurIPS 2022 Marginalized Operators for Off-policy Reinforcement Learning AISTATS 2022 A Deep Reinforcement Learning Approach to Marginalized Importance Sampling with the Successor Representation ICML 2021 Towards Optimal Off-Policy Evaluation for Reinforcement Learning with Marginalized Importance Sampling NeurIPS 2019