non-stationary bandit

On The Complexity of Best-Arm Identification in Non-Stationary Linear Bandits COLT 2026 Near-Optimal Algorithm for Non-Stationary Kernelized Bandits AISTATS 2025 An Optimization-based Algorithm for Non-stationary Kernel Bandits without Prior Knowledge AISTATS 2023 Last Switch Dependent Bandits with Monotone Payoff Functions ICML 2023 Nonstationary Bandit Learning via Predictive Sampling AISTATS 2023 Revisiting Weighted Strategy for Non-stationary Parametric Bandits AISTATS 2023 A Last Switch Dependent Analysis of Satiation and Seasonality in Bandits AISTATS 2022 Stochastic Rising Bandits ICML 2022 A Technical Note on Non-Stationary Parametric Bandits: Existing Mistakes and Preliminary Solutions ALT 2021 Randomized Exploration for Non-Stationary Stochastic Linear Bandits UAI 2020 Achieving Optimal Dynamic Regret for Non-stationary Bandits without Prior Information COLT 2019 Adaptively Tracking the Best Bandit Arm with an Unknown Number of Distribution Changes COLT 2019