| From Gameplay to Symbolic Reasoning: Learning SAT Solver Heuristics in the Style of Alpha(Go) Zero | Feb 14, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Learning and Data Assimilation for Real-Time Production Prediction in Natural Gas Wells | Feb 14, 2018 | Decision MakingPrediction | —Unverified | 0 |
| Gaining Free or Low-Cost Transparency with Interpretable Partial Substitute | Feb 12, 2018 | Decision MakingInterpretable Machine Learning | CodeCode Available | 0 |
| Policy Gradients for Contextual Recommendations | Feb 12, 2018 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Evolutionary value of collective sensing | Feb 10, 2018 | Decision Making | —Unverified | 0 |
| Online Learning: A Comprehensive Survey | Feb 8, 2018 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Learning and Querying Fast Generative Models for Reinforcement Learning | Feb 8, 2018 | Atari GamesDecision Making | —Unverified | 0 |
| A New Multi Criteria Decision Making Method: Approach of Logarithmic Concept (APLOCO) | Feb 8, 2018 | Decision Making | —Unverified | 0 |
| Decomposition Methods with Deep Corrections for Reinforcement Learning | Feb 6, 2018 | Autonomous DrivingDecision Making | CodeCode Available | 0 |
| Pair-Linking for Collective Entity Disambiguation: Two Could Be Better Than All | Feb 4, 2018 | AllDecision Making | —Unverified | 0 |
| Plan Explanations as Model Reconciliation -- An Empirical Study | Feb 3, 2018 | Decision MakingExplanation Generation | —Unverified | 0 |
| Fairness and Accountability Design Needs for Algorithmic Support in High-Stakes Public Sector Decision-Making | Feb 3, 2018 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Contextual Bandit with Adaptive Feature Extraction | Feb 3, 2018 | ClusteringDecision Making | CodeCode Available | 0 |
| Adaptive Memory Networks | Feb 1, 2018 | Decision MakingQuestion Answering | —Unverified | 0 |
| Elements of Effective Deep Reinforcement Learning towards Tactical Driving Decision Making | Feb 1, 2018 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Over-representation of Extreme Events in Decision-Making: A Rational Metacognitive Account | Jan 30, 2018 | Decision Making | —Unverified | 0 |
| Human-Machine Inference Networks For Smart Decision Making: Opportunities and Challenges | Jan 29, 2018 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| On the Secure and Reconfigurable Multi-Layer Network Design for Critical Information Dissemination in the Internet of Battlefield Things (IoBT) | Jan 26, 2018 | Decision MakingEpidemiology | —Unverified | 0 |
| Understanding Human Behaviors in Crowds by Imitating the Decision-Making Process | Jan 25, 2018 | Collision AvoidanceDecision Making | —Unverified | 0 |
| When Vehicles See Pedestrians with Phones:A Multi-Cue Framework for Recognizing Phone-based Activities of Pedestrians | Jan 24, 2018 | Activity RecognitionDecision Making | —Unverified | 0 |
| To jump or not to jump: The Bereitschaftspotential required to jump into 192-meter abyss | Jan 22, 2018 | Decision MakingEEG | —Unverified | 0 |
| Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers | Jan 21, 2018 | Decision MakingDeep Learning | —Unverified | 0 |
| An End-to-End Deep Learning Histochemical Scoring System for Breast Cancer Tissue Microarray | Jan 19, 2018 | Decision Making | —Unverified | 0 |
| A Human-Grounded Evaluation Benchmark for Local Explanations of Machine Learning | Jan 16, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Quantum dynamical mode (QDM): A possible extension of belief function | Jan 16, 2018 | Decision Making | —Unverified | 0 |
| Solving constraint-satisfaction problems with distributed neocortical-like neuronal networks | Jan 14, 2018 | Decision MakingMathematical Proofs | —Unverified | 0 |
| Fairness in Supervised Learning: An Information Theoretic Approach | Jan 13, 2018 | AttributeDecision Making | —Unverified | 0 |
| QuickNAT: A Fully Convolutional Network for Quick and Accurate Segmentation of Neuroanatomy | Jan 12, 2018 | Brain SegmentationDecision Making | CodeCode Available | 0 |
| A Computational Model of Commonsense Moral Decision Making | Jan 12, 2018 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Trust-Aware Decision Making for Human-Robot Collaboration: Model Learning and Planning | Jan 12, 2018 | Decision Making | —Unverified | 0 |
| The time interpretation of expected utility theory | Jan 11, 2018 | Decision Making | —Unverified | 0 |
| Enhancing Underwater Imagery using Generative Adversarial Networks | Jan 11, 2018 | Decision MakingImage Restoration | CodeCode Available | 0 |
| Entropy production rate as a criterion for inconsistency in decision theory | Jan 5, 2018 | Decision Making | —Unverified | 0 |
| Selection Problems in the Presence of Implicit Bias | Jan 4, 2018 | Decision Making | —Unverified | 0 |
| Testing Optimality of Sequential Decision-Making | Jan 4, 2018 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Probabilistic supervised learning | Jan 2, 2018 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Interactive Decomposition Multi-Objective Optimization via Progressively Learned Value Functions | Jan 2, 2018 | Decision Making | —Unverified | 0 |
| Discovery of Predictive Representations With a Network of General Value Functions | Jan 1, 2018 | Decision MakingReinforcement Learning | —Unverified | 0 |
| Predict Responsibly: Increasing Fairness by Learning to Defer | Jan 1, 2018 | Decision MakingFairness | —Unverified | 0 |
| Latent forward model for Real-time Strategy game planning with incomplete information | Jan 1, 2018 | Atari GamesDecision Making | —Unverified | 0 |
| Learning Dynamic State Abstractions for Model-Based Reinforcement Learning | Jan 1, 2018 | Atari GamesDecision Making | —Unverified | 0 |
| Autonomous Vehicle Fleet Coordination With Deep Reinforcement Learning | Jan 1, 2018 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Learning Robust Rewards with Adverserial Inverse Reinforcement Learning | Jan 1, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Learning Structural Weight Uncertainty for Sequential Decision-Making | Dec 30, 2017 | Decision MakingMulti-Armed Bandits | CodeCode Available | 0 |
| Deep Reinforcement Learning for Unsupervised Video Summarization with Diversity-Representativeness Reward | Dec 29, 2017 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Co-Morbidity Exploration on Wearables Activity Data Using Unsupervised Pre-training and Multi-Task Learning | Dec 27, 2017 | Decision MakingManagement | —Unverified | 0 |
| Individual Sensing can Gain more Fitness than its Information | Dec 27, 2017 | Decision Making | —Unverified | 0 |
| Diversifying Support Vector Machines for Boosting using Kernel Perturbation: Applications to Class Imbalance and Small Disjuncts | Dec 22, 2017 | Decision Making | CodeCode Available | 0 |
| Multi-shot Pedestrian Re-identification via Sequential Decision Making | Dec 19, 2017 | Decision MakingReinforcement Learning | —Unverified | 0 |
| Hierarchical Text Generation and Planning for Strategic Dialogue | Dec 15, 2017 | Decision Makingreinforcement-learning | CodeCode Available | 0 |