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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

Improving Online Rent-or-Buy Algorithms with Sequential Decision Making and ML Predictions NIPS 2020
Exploratory Grasping: Asymptotically Optimal Algorithms for Grasping Challenging Polyhedral Objects CORL 2020
A Farewell to Arms: Sequential Reward Maximization on a Budget with a Giving Up Option AISTATS 2020
GraphOpt: Learning Optimization Models of Graph Formation ICML 2020
Sharp Thresholds of the Information Cascade Fragility Under a Mismatched Model AISTATS 2020
A Machine of Few Words: Interactive Speaker Recognition with Reinforcement Learning INTERSPEECH 2020
On Efficiency in Hierarchical Reinforcement Learning NIPS 2020
Online Convex Optimization for Sequential Decision Processes and Extensive-Form Games AAAI 2019
Teaching Machines to Extract Main Content for Machine Reading Comprehension AAAI 2019
Read, Watch, and Move: Reinforcement Learning for Temporally Grounding Natural Language Descriptions in Videos AAAI 2019
Rethinking the Discount Factor in Reinforcement Learning: A Decision Theoretic Approach AAAI 2019
Classification with Costly Features Using Deep Reinforcement Learning AAAI 2019
Sequential Patient Recruitment and Allocation for Adaptive Clinical Trials AISTATS 2019
Beyond Adaptive Submodularity: Approximation Guarantees of Greedy Policy with Adaptive Submodularity Ratio ICML 2019
Planning with Goal-Conditioned Policies NIPS 2019
Variational Information Planning for Sequential Decision Making AISTATS 2019
Dynamic Learning of Sequential Choice Bandit Problem under Marketing Fatigue AAAI 2019
Making the Cut: A Bandit-based Approach to Tiered Interviewing NIPS 2019
Sequential Experimental Design for Transductive Linear Bandits NIPS 2019
Geometric Multi-Model Fitting by Deep Reinforcement Learning AAAI 2019
Co-training for Policy Learning UAI 2019
Maximum Entropy Monte-Carlo Planning NIPS 2019
Group Retention when Using Machine Learning in Sequential Decision Making: the Interplay between User Dynamics and Fairness NIPS 2019
Hyper-parameter Tuning under a Budget Constraint IJCAI 2019
Interpretable Cascade Classifiers with Abstention AISTATS 2019