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adaptive discretization

11 papers

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regret bound (6) multi-armed bandit (3) average-reward reinforcement learning (2) zooming dimension (2) belief distribution (1) bayesian optimization (1) robot manipulation (1) gaussian process optimization (1) no-regret learning (1) upper confidence bound (1)

Papers

On the Sublinear Regret of Continuous K-Max Bandits UAI 2026 Policy Zooming: Adaptive Discretization-based Infinite-Horizon Average-Reward Reinforcement Learning AAAI 2026 Provably Adaptive Average Reward Reinforcement Learning for Metric Spaces UAI 2025 Adaptive Discretization for Event PredicTion (ADEPT) AISTATS 2024 Ada-BKB: Scalable Gaussian Process Optimization on Continuous Domains by Adaptive Discretization AISTATS 2022 Adaptive Discretization for Adversarial Lipschitz Bandits COLT 2021 Faster Policy Learning with Continuous-Time Gradients L4DC 2021 Adaptive Discretization for Evaluation of Probabilistic Cost Functions AISTATS 2020 Adaptive Discretization for Model-Based Reinforcement Learning NeurIPS 2020 Contextual Combinatorial Volatile Multi-armed Bandit with Adaptive Discretization AISTATS 2020 Continuously-adaptive discretization for message-passing algorithms NeurIPS 2008