policy selection

Adaptive Policy Selection and Fine-Tuning under Interaction Budgets for Offline-to-Online Reinforcement Learning L4DC 2026 Best-Effort Policies for Robust Markov Decision Processes AAAI 2026 Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation ICLR 2025 Get a Head Start: On-Demand Pedagogical Policy Selection in Intelligent Tutoring AAAI 2024 Logarithmic Smoothing for Pessimistic Off-Policy Evaluation, Selection and Learning NeurIPS 2024 Multi-Strategy Deployment-Time Learning and Adaptation for Navigation under Uncertainty CoRL 2024 SAT-Based Tree Decomposition with Iterative Cascading Policy Selection AAAI 2024 Towards Assessing and Benchmarking Risk-Return Tradeoff of Off-Policy Evaluation ICLR 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 NeurIPS 2023 Offline Policy Selection under Uncertainty AISTATS 2022 Active Offline Policy Selection NeurIPS 2021 Benchmarks for Deep Off-Policy Evaluation ICLR 2021 Confident Off-Policy Evaluation and Selection through Self-Normalized Importance Weighting AISTATS 2021 Towards Hyperparameter-free Policy Selection for Offline Reinforcement Learning NeurIPS 2021 Importance Sampling for Fair Policy Selection IJCAI 2018 A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning NeurIPS 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 NeurIPS 2008