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sequential decision making

213 papers

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Also known as

SDM

Co-occurring keywords

reinforcement learning (4122) multi-armed bandit (1091) sequential decision (123) markov decision process (788) regret bound (1918) online learning (1770) sequential decision-making (94) policy optimization (630) active learning (1295) policy learning (699)

Papers

Network Offloading Policies for Cloud Robotics: A Learning-Based Approach RSS 2019
Regret Bounds for Thompson Sampling in Episodic Restless Bandit Problems NIPS 2019
Adaptive Sequence Submodularity NIPS 2019
Optimal Best Markovian Arm Identification with Fixed Confidence NIPS 2019
Hiring Under Uncertainty ICML 2019
ASAC: Active Sensing using Actor-Critic models MLHC 2019
Structural Causal Bandits: Where to Intervene? NIPS 2018
Preventing Disparate Treatment in Sequential Decision Making IJCAI 2018
Safe Active Learning for Time-Series Modeling with Gaussian Processes NIPS 2018
Nonstochastic Bandits with Composite Anonymous Feedback COLT 2018
Distort-and-Recover: Color Enhancement Using Deep Reinforcement Learning CVPR 2018
Hierarchical Imitation and Reinforcement Learning ICML 2018
Deep Reinforcement Learning for Chinese Zero Pronoun Resolution ACL 2018
Enhancing the Accuracy and Fairness of Human Decision Making NIPS 2018
Efficient nonmyopic batch active search NIPS 2018
Learning Structural Weight Uncertainty for Sequential Decision-Making AISTATS 2018
Loss Functions for Multiset Prediction NIPS 2018
Regret Bounds for Online Portfolio Selection with a Cardinality Constraint NIPS 2018
Multi-Shot Pedestrian Re-Identification via Sequential Decision Making CVPR 2018
Stagewise Safe Bayesian Optimization with Gaussian Processes ICML 2018
The MADP Toolbox: An Open Source Library for Planning and Learning in (Multi-)Agent Systems JMLR 2017
Safety-Aware Algorithms for Adversarial Contextual Bandit ICML 2017
Unsupervised Sequential Sensor Acquisition AISTATS 2017
Tight Bounds for Bandit Combinatorial Optimization COLT 2017
Fast Video Classification via Adaptive Cascading of Deep Models CVPR 2017