conftrace_

nonstationary environment

6 papers

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Co-occurring keywords

multi-armed bandit (1098) regression approach (1) adaptive windowing (1) global change (1) zero-shot adaptation (22) tracking regret (4) dynamical model (9) dynamic mirror descent (2) comparator sequence (2) nonstationary learning (3)

Papers

Finite-time Analysis of Globally Nonstationary Multi-Armed Bandits JMLR 2024
Asymptotically Unbiased Off-Policy Policy Evaluation when Reusing Old Data in Nonstationary Environments AISTATS 2023
An Information-Theoretic Analysis of Nonstationary Bandit Learning ICML 2023
Block Contextual MDPs for Continual Learning L4DC 2022
Continuous Adaptation via Meta-Learning in Nonstationary and Competitive Environments ICLR 2018
Dynamical Models and tracking regret in online convex programming ICML 2013