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sequential decision

123 papers

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Co-occurring keywords

regret bound (1926) sequential decision making (215) multi-armed bandit (1098) reinforcement learning (4352) online learning (1777) online algorithm (445) contextual bandit (381) markov decision process (790) sequential decision-making (94) bayesian optimization (624)

Papers

Online Inventory Problems: Beyond the i.i.d. Setting with Online Convex Optimization NIPS 2023
Dynamical Linear Bandits ICML 2023
Zero-Shot Assistance in Sequential Decision Problems AAAI 2023
Monitoring and Intervening on Large Populations of Weakly Coupled Processes with Social Impact Applications AAAI 2023
Likelihood Ratio Confidence Sets for Sequential Decision Making NIPS 2023
Efficient Frameworks for Generalized Low-Rank Matrix Bandit Problems NIPS 2022
Smoothed Adversarial Linear Contextual Bandits with Knapsacks ICML 2022
Achieving Long-Term Fairness in Sequential Decision Making AAAI 2022
Active Example Selection for In-Context Learning EMNLP 2022
A Simple Unified Framework for High Dimensional Bandit Problems ICML 2022
Non-monotonic Resource Utilization in the Bandits with Knapsacks Problem NIPS 2022
Nonstochastic Bandits with Composite Anonymous Feedback JMLR 2022
When to Intervene: Learning Optimal Intervention Policies for Critical Events NIPS 2022
Pre-Trained Language Models for Interactive Decision-Making NIPS 2022
Causal Bandits without prior knowledge using separating sets CLEAR 2022
Ethically Compliant Sequential Decision Making AAAI 2021
Deciding What to Learn: A Rate-Distortion Approach ICML 2021
Near-Optimal Confidence Sequences for Bounded Random Variables ICML 2021
Heuristic-Guided Reinforcement Learning NIPS 2021
Greedy Approximation Algorithms for Active Sequential Hypothesis Testing NIPS 2021
Active Offline Policy Selection NIPS 2021
Universal Trading for Order Execution with Oracle Policy Distillation AAAI 2021
Inverse Decision Modeling: Learning Interpretable Representations of Behavior ICML 2021
Regulating Greed Over Time in Multi-Armed Bandits JMLR 2021
Tracking Regret Bounds for Online Submodular Optimization AISTATS 2021