| Sub-policy Adaptation for Hierarchical Reinforcement Learning | May 16, 2019 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Knowledge-Based Sequential Decision-Making Under Uncertainty | May 16, 2019 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| A Human-Centered Approach to Interactive Machine Learning | May 15, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis | May 14, 2019 | Decision MakingEmotion Recognition | —Unverified | 0 |
| Knowledge-based multi-level aggregation for decision aid in the machining industry | May 14, 2019 | Decision MakingManagement | —Unverified | 0 |
| Metareasoning in Modular Software Systems: On-the-Fly Configuration using Reinforcement Learning with Rich Contextual Representations | May 12, 2019 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Towards a Quantum-Like Cognitive Architecture for Decision-Making | May 11, 2019 | Decision Making | —Unverified | 0 |
| Attention-based Deep Reinforcement Learning for Multi-view Environments | May 10, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Enabling Explainable Fusion in Deep Learning with Fuzzy Integral Neural Networks | May 10, 2019 | Decision MakingExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| A joint text mining-rank size investigation of the rhetoric structures of the US Presidents' speeches | May 9, 2019 | Decision Making | —Unverified | 0 |
| Toward Packet Routing with Fully-distributed Multi-agent Deep Reinforcement Learning | May 9, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Learning Interpretable Features via Adversarially Robust Optimization | May 9, 2019 | Decision Making | —Unverified | 0 |
| Multi-modal Graph Fusion for Inductive Disease Classification in Incomplete Datasets | May 8, 2019 | ClassificationDecision Making | —Unverified | 0 |
| Interval Valued Trapezoidal Neutrosophic Set for Prioritization of Non-functional Requirements | May 7, 2019 | AttributeDecision Making | —Unverified | 0 |
| Are Graph Neural Networks Miscalibrated? | May 7, 2019 | Decision MakingGeneral Classification | CodeCode Available | 0 |
| Interpretable Outcome Prediction with Sparse Bayesian Neural Networks in Intensive Care | May 7, 2019 | Decision Makingfeature selection | CodeCode Available | 0 |
| Learned human-agent decision-making, communication and joint action in a virtual reality environment | May 7, 2019 | Decision Making | —Unverified | 0 |
| Autonomous Open-Ended Learning of Interdependent Tasks | May 7, 2019 | Decision MakingOpen-Ended Question Answering | —Unverified | 0 |
| Optimal Control of Complex Systems through Variational Inference with a Discrete Event Decision Process | May 7, 2019 | Decision MakingManagement | —Unverified | 0 |
| Transferable Knowledge for Low-cost Decision Making in Cloud Environments | May 7, 2019 | Cloud ComputingDecision Making | —Unverified | 0 |
| Combining Planning and Deep Reinforcement Learning in Tactical Decision Making for Autonomous Driving | May 6, 2019 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Decision Making with Machine Learning and ROC Curves | May 5, 2019 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Conditional Generative Neural System for Probabilistic Trajectory Prediction | May 5, 2019 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Tight Regret Bounds for Infinite-armed Linear Contextual Bandits | May 4, 2019 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Visually-aware Recommendation with Aesthetic Features | May 2, 2019 | Decision MakingRecommendation Systems | —Unverified | 0 |
| Behavior Planning of Autonomous Cars with Social Perception | May 2, 2019 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| A knowledge-based intelligent system for control of dirt recognition process in the smart washing machines | May 2, 2019 | Decision Making | —Unverified | 0 |
| Group Retention when Using Machine Learning in Sequential Decision Making: the Interplay between User Dynamics and Fairness | May 2, 2019 | Decision MakingFairness | —Unverified | 0 |
| Autonomous Air Traffic Controller: A Deep Multi-Agent Reinforcement Learning Approach | May 2, 2019 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |
| Inferring the Importance of Product Appearance: A Step Towards the Screenless Revolution | May 1, 2019 | Decision Making | —Unverified | 0 |
| Unsupervised Temperature Scaling: An Unsupervised Post-Processing Calibration Method of Deep Networks | May 1, 2019 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Trajectory VAE for multi-modal imitation | May 1, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Understanding & Generalizing AlphaGo Zero | May 1, 2019 | Decision Makingreinforcement-learning | —Unverified | 0 |
| S3TA: A Soft, Spatial, Sequential, Top-Down Attention Model | May 1, 2019 | Decision Making | —Unverified | 0 |
| On Learning Heteroscedastic Noise Models within Differentiable Bayes Filters | May 1, 2019 | Decision MakingState Estimation | —Unverified | 0 |
| A^* sampling with probability matching | May 1, 2019 | Decision Making | —Unverified | 0 |
| Neural Network Regression with Beta, Dirichlet, and Dirichlet-Multinomial Outputs | May 1, 2019 | Decision Makingregression | —Unverified | 0 |
| Explicit Recall for Efficient Exploration | May 1, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Perception-Aware Point-Based Value Iteration for Partially Observable Markov Decision Processes | May 1, 2019 | Decision Making | —Unverified | 0 |
| Learning Actionable Representations with Goal Conditioned Policies | May 1, 2019 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Soft Q-Learning with Mutual-Information Regularization | May 1, 2019 | Decision MakingQ-Learning | —Unverified | 0 |
| You can't see what you can't see: Experimental evidence for how much relevant information may be missed due to Google's Web search personalisation | Apr 30, 2019 | Decision Making | —Unverified | 0 |
| Predictive Situation Awareness for Ebola Virus Disease using a Collective Intelligence Multi-Model Integration Platform: Bayes Cloud | Apr 29, 2019 | Decision Making | —Unverified | 0 |
| From Digitalization to Data-Driven Decision Making in Container Terminals | Apr 29, 2019 | Decision MakingManagement | —Unverified | 0 |
| Deep Neuroevolution of Recurrent and Discrete World Models | Apr 28, 2019 | Car RacingDecision Making | CodeCode Available | 0 |
| Cooperative Evaluation of the Cause of Urban Traffic Congestion via Connected Vehicles | Apr 26, 2019 | Decision Making | —Unverified | 0 |
| Neural Logic Machines | Apr 26, 2019 | Decision MakingInductive Learning | CodeCode Available | 1 |
| Deep Reinforcement Learning for Optimal Critical Care Pain Management with Morphine using Dueling Double-Deep Q Networks | Apr 25, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Computational Approaches to Access Probabilistic Population Codes for Higher Cognition an Decision-Making | Apr 25, 2019 | Decision MakingRecommendation Systems | —Unverified | 0 |
| Safe Reinforcement Learning with Scene Decomposition for Navigating Complex Urban Environments | Apr 25, 2019 | Decision MakingNavigate | CodeCode Available | 0 |