| Learning NP-Hard Multi-Agent Assignment Planning using GNN: Inference on a Random Graph and Provable Auction-Fitted Q-learning | May 29, 2019 | Combinatorial OptimizationDecision Making | —Unverified | 0 |
| ROI Maximization in Stochastic Online Decision-Making | May 28, 2019 | Decision Making | —Unverified | 0 |
| Learning to Discretize: Solving 1D Scalar Conservation Laws via Deep Reinforcement Learning | May 27, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Learning Policies from Human Data for Skat | May 27, 2019 | Card Gamescounterfactual | —Unverified | 0 |
| Model-Agnostic Counterfactual Explanations for Consequential Decisions | May 27, 2019 | counterfactualDecision Making | CodeCode Available | 1 |
| Ensemble Decision Systems for General Video Game Playing | May 26, 2019 | Decision Making | —Unverified | 0 |
| Equal Opportunity and Affirmative Action via Counterfactual Predictions | May 26, 2019 | counterfactualDecision Making | —Unverified | 0 |
| Composing Task-Agnostic Policies with Deep Reinforcement Learning | May 25, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| MQLV: Optimal Policy of Money Management in Retail Banking with Q-Learning | May 24, 2019 | Decision MakingManagement | —Unverified | 0 |
| Not All Features Are Equal: Feature Leveling Deep Neural Networks for Better Interpretation | May 24, 2019 | AllDecision Making | CodeCode Available | 0 |
| Multi-hop Reading Comprehension via Deep Reinforcement Learning based Document Traversal | May 23, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Leveraging Uncertainty in Deep Learning for Selective Classification | May 23, 2019 | ClassificationDecision Making | —Unverified | 0 |
| Action Assembly: Sparse Imitation Learning for Text Based Games with Combinatorial Action Spaces | May 23, 2019 | compressed sensingDecision Making | —Unverified | 0 |
| Learning When-to-Treat Policies | May 23, 2019 | Decision Making | CodeCode Available | 0 |
| A Trust Management and Misbehaviour Detection Mechanism for Multi-Agent Systems and its Application to Intelligent Transportation Systems | May 22, 2019 | Decision MakingFault Detection | —Unverified | 0 |
| Cognitive Model Priors for Predicting Human Decisions | May 22, 2019 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| AI-CARGO: A Data-Driven Air-Cargo Revenue Management System | May 22, 2019 | Decision MakingManagement | —Unverified | 0 |
| Optimal Decision Making Under Strategic Behavior | May 22, 2019 | Decision MakingHeuristic Search | CodeCode Available | 1 |
| Thresholding Graph Bandits with GrAPL | May 22, 2019 | Decision Making | CodeCode Available | 0 |
| Heterogeneous Stochastic Interactions for Multiple Agents in a Multi-armed Bandit Problem | May 21, 2019 | Decision Making | —Unverified | 0 |
| A Distributionally Robust Boosting Algorithm | May 20, 2019 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Can Bio-Inspired Swarm Algorithms Scale to Modern Societal Problems | May 20, 2019 | Decision Making | —Unverified | 0 |
| Robust measurement of innovation performances in Europe with a hierarchy of interacting composite indicators | May 18, 2019 | BenchmarkingDecision Making | —Unverified | 0 |
| Optimizing Sequential Medical Treatments with Auto-Encoding Heuristic Search in POMDPs | May 17, 2019 | Decision MakingHeuristic Search | —Unverified | 0 |
| Contrastive Fairness in Machine Learning | May 17, 2019 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
