| PEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making | Apr 20, 2018 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| A Robot to Shape your Natural Plant: The Machine Learning Approach to Model and Control Bio-Hybrid Systems | Apr 18, 2018 | Decision Making | —Unverified | 0 |
| Modular Verification of Vehicle Platooning with Respect to Decisions, Space and Time | Apr 18, 2018 | Decision Making | —Unverified | 0 |
| On Learning Intrinsic Rewards for Policy Gradient Methods | Apr 17, 2018 | Atari GamesDecision Making | CodeCode Available | 0 |
| Automated vehicle's behavior decision making using deep reinforcement learning and high-fidelity simulation environment | Apr 17, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Simplifying the minimax disparity model for determining OWA weights in large-scale problems | Apr 17, 2018 | Decision Making | —Unverified | 0 |
| On Improving Deep Reinforcement Learning for POMDPs | Apr 17, 2018 | Atari GamesDecision Making | —Unverified | 0 |
| Decision Provenance: Harnessing data flow for accountable systems | Apr 16, 2018 | Decision Making | —Unverified | 0 |
| UCBoost: A Boosting Approach to Tame Complexity and Optimality for Stochastic Bandits | Apr 16, 2018 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Detecting Concrete Abnormality Using Time-series Thermal Imaging and Supervised Learning | Apr 15, 2018 | Decision MakingTime Series | —Unverified | 0 |
| Scalable and Interpretable One-class SVMs with Deep Learning and Random Fourier features | Apr 13, 2018 | Anomaly DetectionDecision Making | CodeCode Available | 0 |
| Gene regulatory and signalling networks exhibit distinct topological distributions of motifs | Apr 12, 2018 | Decision Making | —Unverified | 0 |
| Entangled-photon decision maker | Apr 12, 2018 | Decision Making | —Unverified | 0 |
| Local reservoir model for choice-based learning | Apr 12, 2018 | Decision Makingmodel | —Unverified | 0 |
| Interact and Decide: Medley of Sub-Attention Networks for Effective Group Recommendation | Apr 12, 2018 | Decision Making | —Unverified | 0 |
| Learning at the Ends: From Hand to Tool Affordances in Humanoid Robots | Apr 9, 2018 | Decision Making | —Unverified | 0 |
| Policy Gradient With Value Function Approximation For Collective Multiagent Planning | Apr 9, 2018 | Decision MakingReinforcement Learning | —Unverified | 0 |
| Sample-Derived Disjunctive Rules for Secure Power System Operation | Apr 9, 2018 | Decision Making | —Unverified | 0 |
| Contextual Search via Intrinsic Volumes | Apr 9, 2018 | Decision Making | —Unverified | 0 |
| Path to Stochastic Stability: Comparative Analysis of Stochastic Learning Dynamics in Games | Apr 8, 2018 | Decision Making | —Unverified | 0 |
| Order Effects for Queries in Intelligent Systems | Apr 8, 2018 | Decision Making | —Unverified | 0 |
| Hindsight is Only 50/50: Unsuitability of MDP based Approximate POMDP Solvers for Multi-resolution Information Gathering | Apr 7, 2018 | Decision MakingImitation Learning | —Unverified | 0 |
| Visual Analytics for Explainable Deep Learning | Apr 7, 2018 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Qualitätsmaße binärer Klassifikationen im Bereich kriminalprognostischer Instrumente der vierten Generation | Apr 4, 2018 | Decision Making | —Unverified | 0 |
| A Bi-population Particle Swarm Optimizer for Learning Automata based Slow Intelligent System | Apr 3, 2018 | Decision Making | CodeCode Available | 0 |
| An End-to-end Neural Natural Language Interface for Databases | Apr 2, 2018 | Decision Making | CodeCode Available | 0 |
| An Empirical Analysis of Constrained Support Vector Quantile Regression for Nonparametric Probabilistic Forecasting of Wind Power | Mar 29, 2018 | Decision MakingForm | —Unverified | 0 |
| Improving confidence while predicting trends in temporal disease networks | Mar 28, 2018 | Decision Making | —Unverified | 0 |
| Deep Attention Model for Triage of Emergency Department Patients | Mar 28, 2018 | Binary ClassificationDecision Making | —Unverified | 0 |
| Predictions of short-term driving intention using recurrent neural network on sequential data | Mar 28, 2018 | Autonomous DrivingDecision Making | —Unverified | 0 |
| A Decision Tree Approach to Predicting Recidivism in Domestic Violence | Mar 27, 2018 | Decision Makingfeature selection | —Unverified | 0 |
| Connectionist Recommendation in the Wild: On the utility and scrutability of neural networks for personalized course guidance | Mar 26, 2018 | Decision Making | —Unverified | 0 |
| Scalable photonic reinforcement learning by time-division multiplexing of laser chaos | Mar 26, 2018 | Decision Makingreinforcement-learning | —Unverified | 0 |
| The Importance of Constraint Smoothness for Parameter Estimation in Computational Cognitive Modeling | Mar 24, 2018 | Decision Makingparameter estimation | —Unverified | 0 |
| Modelling stock correlations with expected returns from investors | Mar 23, 2018 | Decision Making | —Unverified | 0 |
| 2CoBel : An Efficient Belief Function Extension for Two-dimensional Continuous Spaces | Mar 23, 2018 | Decision MakingVocal Bursts Valence Prediction | —Unverified | 0 |
| X-ray-transform Invariant Anatomical Landmark Detection for Pelvic Trauma Surgery | Mar 22, 2018 | Anatomical Landmark DetectionAnatomy | CodeCode Available | 1 |
| Inference in Probabilistic Graphical Models by Graph Neural Networks | Mar 21, 2018 | Decision Making | CodeCode Available | 0 |
| Transforming Energy Networks via Peer to Peer Energy Trading: Potential of Game Theoretic Approaches | Mar 19, 2018 | Decision Makingenergy management | —Unverified | 0 |
| Artificial Intelligence Enabled Software Defined Networking: A Comprehensive Overview | Mar 19, 2018 | Decision MakingManagement | —Unverified | 0 |
| Towards Explanation of DNN-based Prediction with Guided Feature Inversion | Mar 19, 2018 | Decision Making | —Unverified | 0 |
| Trajectory-based Scene Understanding using Dirichlet Process Mixture Model | Mar 18, 2018 | ClusteringDecision Making | —Unverified | 0 |
| Tell Me Why Is It So? Explaining Knowledge Graph Relationships by Finding Descriptive Support Passages | Mar 17, 2018 | Decision MakingDescriptive | —Unverified | 0 |
| Deep learning for affective computing: text-based emotion recognition in decision support | Mar 16, 2018 | Decision MakingEmotion Recognition | —Unverified | 0 |
| Minimal I-MAP MCMC for Scalable Structure Discovery in Causal DAG Models | Mar 15, 2018 | Decision Making | CodeCode Available | 0 |
| Accelerating E-Commerce Search Engine Ranking by Contextual Factor Selection | Mar 14, 2018 | Combinatorial OptimizationDecision Making | —Unverified | 0 |
| Automated Speed and Lane Change Decision Making using Deep Reinforcement Learning | Mar 14, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Algorithmic Social Intervention | Mar 14, 2018 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| An agent-based evaluation of impacts of transport developments on the modal shift in Tehran, Iran | Mar 13, 2018 | Decision Making | —Unverified | 0 |
| Feature Selective Small Object Detection via Knowledge-based Recurrent Attentive Neural Network | Mar 13, 2018 | Autonomous DrivingDecision Making | —Unverified | 0 |