| Negotiable Reinforcement Learning for Pareto Optimal Sequential Decision-Making | Dec 1, 2018 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Structural Causal Bandits: Where to Intervene? | Dec 1, 2018 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Regret Bounds for Online Portfolio Selection with a Cardinality Constraint | Dec 1, 2018 | Computational EfficiencyDecision Making | —Unverified | 0 |
| Monte-Carlo Tree Search for Constrained POMDPs | Dec 1, 2018 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Tight Bayesian Ambiguity Sets for Robust MDPs | Nov 15, 2018 | Decision MakingReinforcement Learning | —Unverified | 0 |
| Meta-Learning for Multi-objective Reinforcement Learning | Nov 8, 2018 | Computational Efficiencycontinuous-control | —Unverified | 0 |
| Stay With Me: Lifetime Maximization Through Heteroscedastic Linear Bandits With Reneging | Oct 29, 2018 | Decision MakingMulti-Armed Bandits | CodeCode Available | 0 |
| On preserving non-discrimination when combining expert advice | Oct 28, 2018 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Efficient Sequence Labeling with Actor-Critic Training | Sep 30, 2018 | Decision MakingNER | CodeCode Available | 0 |
| Resilient Computing with Reinforcement Learning on a Dynamical System: Case Study in Sorting | Sep 25, 2018 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Geometric Multi-Model Fitting by Deep Reinforcement Learning | Sep 22, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Predicting Periodicity with Temporal Difference Learning | Sep 20, 2018 | Decision MakingReinforcement Learning | —Unverified | 0 |
| Online Convex Optimization for Sequential Decision Processes and Extensive-Form Games | Sep 10, 2018 | counterfactualDecision Making | —Unverified | 0 |
| Sequential Monte Carlo Bandits | Aug 8, 2018 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Learning to Listen, Read, and Follow: Score Following as a Reinforcement Learning Game | Jul 17, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Investigating Order Effects in Multidimensional Relevance Judgment using Query Logs | Jul 14, 2018 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Video Summarisation by Classification with Deep Reinforcement Learning | Jul 9, 2018 | ClassificationDecision Making | —Unverified | 0 |
| Playing against Nature: causal discovery for decision making under uncertainty | Jul 3, 2018 | Causal DiscoveryDecision Making | —Unverified | 0 |
| Multi-Task Generative Adversarial Nets with Shared Memory for Cross-Domain Coordination Control | Jul 1, 2018 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification | Jun 21, 2018 | Action SegmentationClassification | CodeCode Available | 0 |
| Stagewise Safe Bayesian Optimization with Gaussian Processes | Jun 20, 2018 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| TopRank: A practical algorithm for online stochastic ranking | Jun 6, 2018 | Decision MakingLearning-To-Rank | —Unverified | 0 |
| Deep Variational Reinforcement Learning for POMDPs | Jun 6, 2018 | Decision MakingInductive Bias | CodeCode Available | 0 |
| Enhancing the Accuracy and Fairness of Human Decision Making | May 25, 2018 | Decision MakingFairness | CodeCode Available | 0 |
| Learning Self-Imitating Diverse Policies | May 25, 2018 | continuous-controlContinuous Control | —Unverified | 0 |