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Sequential Decision Making

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TitleStatusHype
Reinforcement Learning Applied to an Electric Water Heater: From Theory to Practice—0
Doubly Robust Off-policy Value Evaluation for Reinforcement Learning—0
The Knowledge Gradient with Logistic Belief Models for Binary Classification—0
Two Phase Q-learning for Bidding-based Vehicle Sharing—0
Optimization of anemia treatment in hemodialysis patients via reinforcement learning—0
Learning Efficient Representations for Reinforcement Learning—0
Experimental analysis of data-driven control for a building heating system—0
Utility-based Dueling Bandits as a Partial Monitoring Game—0
Data Generation as Sequential Decision MakingCode0
Hands-on Learning to Search for Structured Prediction—0
Global Bandits—0
Doubly Robust Policy Evaluation and Optimization—0
Second-order Quantile Methods for Experts and Combinatorial Games—0
Fairness in Multi-Agent Sequential Decision-Making—0
Active Sensing as Bayes-Optimal Sequential Decision Making—0
Chasing Ghosts: Competing with Stateful Policies—0
Algorithms for CVaR Optimization in MDPs—0
Proximal Reinforcement Learning: A New Theory of Sequential Decision Making in Primal-Dual Spaces—0
Variance-Constrained Actor-Critic Algorithms for Discounted and Average Reward MDPs—0
A Survey of Multi-Objective Sequential Decision-Making—0
Exploiting Model Equivalences for Solving Interactive Dynamic Influence Diagrams—0
Non-Deterministic Policies in Markovian Decision Processes—0
Online Planning Algorithms for POMDPs—0
Actor-Critic Algorithms for Risk-Sensitive MDPs—0
Variational Planning for Graph-based MDPs—0
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