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regret bound (4) lipschitz bandit (2) average-reward reinforcement learning (2) adaptive discretization (2) lexicographic ordering (1) lipschitz markov decision process (1) robust mean estimator (1) multi-objective bandit (1) heavy-tailed reward (1) upper confidence bound (1)

Papers

Policy Zooming: Adaptive Discretization-based Infinite-Horizon Average-Reward Reinforcement Learning AAAI 2026 Provably Adaptive Average Reward Reinforcement Learning for Metric Spaces UAI 2025 Multiobjective Lipschitz Bandits under Lexicographic Ordering AAAI 2024 Optimal Algorithms for Lipschitz Bandits with Heavy-tailed Rewards ICML 2019