sequential decision

Learning MDPs from Features: Predict-Then-Optimize for Sequential Decision Making by Reinforcement Learning NeurIPS 2021 Making the most of your day: online learning for optimal allocation of time NeurIPS 2021 Near-Optimal Confidence Sequences for Bounded Random Variables ICML 2021 Online Convex Optimization with Continuous Switching Constraint NeurIPS 2021 Regulating Greed Over Time in Multi-Armed Bandits JMLR 2021 The Power of Adaptivity for Stochastic Submodular Cover ICML 2021 Tracking Regret Bounds for Online Submodular Optimization AISTATS 2021 Universal Trading for Order Execution with Oracle Policy Distillation AAAI 2021 Benefits of Intermediate Annotations in Reading Comprehension ACL 2020 Efficient and Robust High-Dimensional Linear Contextual Bandits IJCAI 2020 Fighting Wildfires under Uncertainty - A Sequential Resource Allocation Approach IJCAI 2020 Lifelong Learning with a Changing Action Set AAAI 2020 Off-policy Policy Evaluation For Sequential Decisions Under Unobserved Confounding NeurIPS 2020 Prophets, Secretaries, and Maximizing the Probability of Choosing the Best AISTATS 2020 R-learning in actor-critic model offers a biologically relevant mechanism for sequential decision-making NeurIPS 2020 Thompson Sampling for Unsupervised Sequential Selection ACML 2020 Adaptive Sequence Submodularity NeurIPS 2019 A Survey of Reinforcement Learning Informed by Natural Language IJCAI 2019 ATSIS: Achieving the Ad hoc Teamwork by Sub-task Inference and Selection IJCAI 2019 Contextual Multi-armed Bandit Algorithm for Semiparametric Reward Model ICML 2019 Geometric Multi-Model Fitting by Deep Reinforcement Learning AAAI 2019 Group Retention when Using Machine Learning in Sequential Decision Making: the Interplay between User Dynamics and Fairness NeurIPS 2019 Learning Factored Markov Decision Processes with Unawareness UAI 2019 Learning Resource Allocation and Pricing for Cloud Profit Maximization AAAI 2019 Leveraging Human Guidance for Deep Reinforcement Learning Tasks IJCAI 2019