non-stationary environment

Bandits with Knapsacks: Advice on Time-Varying Demands ICML 2023 Fast Rates in Time-Varying Strongly Monotone Games ICML 2023 Fast Teammate Adaptation in the Presence of Sudden Policy Change UAI 2023 Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-stationary Environment AAAI 2023 Near-Optimal Adversarial Reinforcement Learning with Switching Costs ICLR 2023 Non-Stationary Bandits with Auto-Regressive Temporal Dependency NeurIPS 2023 Non-stationary Experimental Design under Linear Trends NeurIPS 2023 Non-stationary Risk-Sensitive Reinforcement Learning: Near-Optimal Dynamic Regret, Adaptive Detection, and Separation Design AAAI 2023 One-shot Imitation in a Non-Stationary Environment via Multi-Modal Skill ICML 2023 Online Ad Procurement in Non-stationary Autobidding Worlds NeurIPS 2023 Provably Efficient Model-Free Algorithms for Non-stationary CMDPs AISTATS 2023 Provably Efficient Primal-Dual Reinforcement Learning for CMDPs with Non-stationary Objectives and Constraints AAAI 2023 Rewiring Neurons in Non-Stationary Environments NeurIPS 2023 Smooth Non-stationary Bandits ICML 2023 An Adaptive Deep RL Method for Non-Stationary Environments with Piecewise Stable Context NeurIPS 2022 BAM: Bayes with Adaptive Memory ICLR 2022 Bayesian Change-Point Detection for Bandit Feedback in Non-stationary Environments ACML 2022 Block Contextual MDPs for Continual Learning L4DC 2022 Efficient Change-Point Detection for Tackling Piecewise-Stationary Bandits JMLR 2022 Factored Adaptation for Non-Stationary Reinforcement Learning NeurIPS 2022 Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder ICML 2022 Learning Label Modular Prompts for Text Classification in the Wild EMNLP 2022 Near-Optimal Goal-Oriented Reinforcement Learning in Non-Stationary Environments NeurIPS 2022 Non-Stationary Bandits under Recharging Payoffs: Improved Planning with Sublinear Regret NeurIPS 2022 Non-stationary Bandits with Knapsacks NeurIPS 2022