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Sequential Decision Making

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TitleStatusHype
Deep Reinforcement Learning for Visual Object Tracking in Videos—0
Model-Free Control of Thermostatically Controlled Loads Connected to a District Heating Network—0
A Contextual Bandit Approach for Stream-Based Active Learning—0
Toward negotiable reinforcement learning: shifting priorities in Pareto optimal sequential decision-making—0
Stochastic Planning and Lifted Inference—0
From Preference-Based to Multiobjective Sequential Decision-Making—0
Multi-armed Bandits: Competing with Optimal Sequences—0
Fast Video Classification via Adaptive Cascading of Deep Models—0
Open Problem: Approximate Planning of POMDPs in the class of Memoryless Policies—0
Human collective intelligence as distributed Bayesian inference—0
Safe Policy Improvement by Minimizing Robust Baseline Regret—0
Preference at First Sight—0
Model-Free Episodic ControlCode0
The Bayesian Linear Information Filtering Problem—0
Deep Action Sequence Learning for Causal Shape Transformation—0
Real-Time Web Scale Event Summarization Using Sequential Decision Making—0
Stochastic Contextual Bandits with Known Reward Functions—0
Deep Learning for Reward Design to Improve Monte Carlo Tree Search in ATARI Games—0
Optimal Sensing via Multi-armed Bandit Relaxations in Mixed Observability Domains—0
PAC Reinforcement Learning with Rich Observations—0
End-to-End Goal-Driven Web NavigationCode0
Risk-Constrained Reinforcement Learning with Percentile Risk Criteria—0
Reuse of Neural Modules for General Video Game Playing—0
Bandits with Unobserved Confounders: A Causal Approach—0
Solving Transition-Independent Multi-agent MDPs with Sparse Interactions (Extended version)—0
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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