| Learning Dynamic Belief Graphs to Generalize on Text-Based Games | Feb 21, 2020 | Decision MakingKnowledge Graphs | CodeCode Available | 1 |
| A Model-Based, Decision-Theoretic Perspective on Automated Cyber Response | Feb 20, 2020 | Decision Making | —Unverified | 0 |
| PA-Cache: Evolving Learning-Based Popularity-Aware Content Caching in Edge Networks | Feb 20, 2020 | Decision Making | —Unverified | 0 |
| Interpretability of machine learning based prediction models in healthcare | Feb 20, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Regret Minimization in Stochastic Contextual Dueling Bandits | Feb 20, 2020 | Decision MakingInformation Retrieval | —Unverified | 0 |
| Weakly-supervised Multi-output Regression via Correlated Gaussian Processes | Feb 19, 2020 | Decision MakingGaussian Processes | —Unverified | 0 |
| A Visual Analytics System for Multi-model Comparison on Clinical Data Predictions | Feb 18, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Studying the Effects of Cognitive Biases in Evaluation of Conversational Agents | Feb 18, 2020 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Short-Term Traffic Flow Prediction Using Variational LSTM Networks | Feb 18, 2020 | Decision MakingManagement | —Unverified | 0 |
| Spatial Concept-Based Navigation with Human Speech Instructions via Probabilistic Inference on Bayesian Generative Model | Feb 18, 2020 | Decision MakingReinforcement Learning | CodeCode Available | 0 |
| How to Solve Fair k-Center in Massive Data Models | Feb 18, 2020 | Data SummarizationDecision Making | —Unverified | 0 |
| Empirical Study on Airline Delay Analysis and Prediction | Feb 17, 2020 | Decision MakingL2 Regularization | —Unverified | 0 |
| Decision-Making with Auto-Encoding Variational Bayes | Feb 17, 2020 | Decision MakingTwo-sample testing | CodeCode Available | 1 |
| PDDLGym: Gym Environments from PDDL Problems | Feb 15, 2020 | Decision MakingOpenAI Gym | CodeCode Available | 1 |
| Legion: Best-First Concolic Testing | Feb 15, 2020 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Algorithmic Recourse: from Counterfactual Explanations to Interventions | Feb 14, 2020 | counterfactualDecision Making | CodeCode Available | 1 |
| Multivariate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows | Feb 14, 2020 | Decision MakingMultivariate Time Series Forecasting | CodeCode Available | 2 |
| Learning Functionally Decomposed Hierarchies for Continuous Control Tasks with Path Planning | Feb 14, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Listwise Learning to Rank with Deep Q-Networks | Feb 13, 2020 | Decision MakingLearning-To-Rank | —Unverified | 0 |
| A comprehensive review on convolutional neural network in machine fault diagnosis | Feb 13, 2020 | Decision MakingDiagnostic | —Unverified | 0 |
| Online Algorithms for Multi-shop Ski Rental with Machine Learned Advice | Feb 13, 2020 | Decision Making | CodeCode Available | 0 |
| Effective Reinforcement Learning through Evolutionary Surrogate-Assisted Prescription | Feb 13, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| Improving Generalization of Reinforcement Learning with Minimax Distributional Soft Actor-Critic | Feb 13, 2020 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Verifiable RNN-Based Policies for POMDPs Under Temporal Logic Constraints | Feb 13, 2020 | Decision MakingDiagnostic | —Unverified | 0 |
| Tight Lower Bounds for Combinatorial Multi-Armed Bandits | Feb 13, 2020 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |