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policy selection

15 papers

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Co-occurring keywords

off-policy evaluation (144) reinforcement learning (4352) offline reinforcement learning (492) contextual bandit (381) confidence interval (146) offline policy selection (2) importance weighting (59) importance sampling (318) markov decision process (790) policy learning (702)

Papers

Best-Effort Policies for Robust Markov Decision Processes AAAI 2026
Logarithmic Smoothing for Pessimistic Off-Policy Evaluation, Selection and Learning NIPS 2024
Get a Head Start: On-Demand Pedagogical Policy Selection in Intelligent Tutoring AAAI 2024
SAT-Based Tree Decomposition with Iterative Cascading Policy Selection AAAI 2024
Composing Efficient, Robust Tests for Policy Selection UAI 2023
Model-Based Offline Reinforcement Learning with Local Misspecification AAAI 2023
Online Adaptive Policy Selection in Time-Varying Systems: No-Regret via Contractive Perturbations NIPS 2023
Offline Policy Selection under Uncertainty AISTATS 2022
Active Offline Policy Selection NIPS 2021
Towards Hyperparameter-free Policy Selection for Offline Reinforcement Learning NIPS 2021
Confident Off-Policy Evaluation and Selection through Self-Normalized Importance Weighting AISTATS 2021
Importance Sampling for Fair Policy Selection IJCAI 2018
A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning NIPS 2017
Lower Bounds and Selectivity of Weak-Consistent Policies in Stochastic Multi-Armed Bandit Problem JMLR 2013
Goal-directed decision making in prefrontal cortex: a computational framework NIPS 2008