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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

Learning Factored Markov Decision Processes with Unawareness UAI 2019
Posterior-regularized REINFORCE for Instance Selection in Distant Supervision NAACL 2019
Contextual Multi-armed Bandit Algorithm for Semiparametric Reward Model ICML 2019
Geometric Multi-Model Fitting by Deep Reinforcement Learning AAAI 2019
Adaptive Learning with Unknown Information Flows NIPS 2018
Negotiable Reinforcement Learning for Pareto Optimal Sequential Decision-Making NIPS 2018
A Weakly Supervised Method for Topic Segmentation and Labeling in Goal-oriented Dialogues via Reinforcement Learning IJCAI 2018
Deep Reinforcement Learning for Chinese Zero Pronoun Resolution ACL 2018
Multi-Shot Pedestrian Re-Identification via Sequential Decision Making CVPR 2018
Jumper: Learning When to Make Classification Decision in Reading IJCAI 2018
Tractable (Simple) Contests IJCAI 2018
Cost-aware Cascading Bandits IJCAI 2018
Nonstochastic Bandits with Composite Anonymous Feedback COLT 2018
Instance Specific Discriminative Modal Pursuit: A Serialized Approach ACML 2017
Interactive Submodular Bandit NIPS 2017
Adaptive Elicitation of Preferences under Uncertainty in Sequential Decision Making Problems IJCAI 2017
Minimal Exploration in Structured Stochastic Bandits NIPS 2017
Safety-Aware Algorithms for Adversarial Contextual Bandit ICML 2017
Balancing Suspense and Surprise: Timely Decision Making with Endogenous Information Acquisition NIPS 2016
Multi-armed Bandits: Competing with Optimal Sequences NIPS 2016
Learning Simple Algorithms from Examples ICML 2016
Revealing Graph Bandits for Maximizing Local Influence AISTATS 2016
Adaptive Concentration Inequalities for Sequential Decision Problems NIPS 2016
A Theory of Decision Making Under Dynamic Context NIPS 2015
Global Multi-armed Bandits with Hölder Continuity AISTATS 2015