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non-stationary environment

82 papers

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Co-occurring keywords · papers mentioning both

regret bound (25) multi-armed bandit (19) dynamic regret (18) online learning (16) policy optimization (6) reinforcement learning (6) non-stationary learning (5) online convex optimization (5) markov decision process (5) online algorithm (4)

Papers

Efficient Contextual Bandits in Non-stationary Worlds COLT 2018 Online Ensemble Multi-kernel Learning Adaptive to Non-stationary and Adversarial Environments AISTATS 2018 Regional Multi-Armed Bandits AISTATS 2018 Addressing Environment Non-Stationarity by Repeating Q-learning Updates JMLR 2016 Tracking the Best Expert in Non-stationary Stochastic Environments NeurIPS 2016 Dynamical Models and tracking regret in online convex programming ICML 2013 Exploration in Model-based Reinforcement Learning by Empirically Estimating Learning Progress NeurIPS 2012