| Autonomous Vehicle Fleet Coordination With Deep Reinforcement Learning | Jan 1, 2018 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Learning Dynamic State Abstractions for Model-Based Reinforcement Learning | Jan 1, 2018 | Atari GamesDecision Making | —Unverified | 0 |
| Discovery of Predictive Representations With a Network of General Value Functions | Jan 1, 2018 | Decision MakingReinforcement Learning | —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 |
| Individual Sensing can Gain more Fitness than its Information | Dec 27, 2017 | Decision Making | —Unverified | 0 |
| Co-Morbidity Exploration on Wearables Activity Data Using Unsupervised Pre-training and Multi-Task Learning | Dec 27, 2017 | Decision MakingManagement | —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 |
| A Novel Model for Arbitration between Planning and Habitual Control Systems | Dec 6, 2017 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Convolutional Neural Networks for Medical Diagnosis from Admission Notes | Dec 6, 2017 | Decision MakingDiagnostic | —Unverified | 0 |
| Learning Multi-Level Hierarchies with Hindsight | Dec 4, 2017 | Decision MakingHierarchical Reinforcement Learning | CodeCode Available | 1 |
| Always Lurking: Understanding and Mitigating Bias in Online Human Trafficking Detection | Dec 3, 2017 | Decision Making | —Unverified | 0 |
| Short-term Mortality Prediction for Elderly Patients Using Medicare Claims Data | Dec 2, 2017 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Visual Interaction Networks: Learning a Physics Simulator from Video | Dec 1, 2017 | Decision Making | —Unverified | 0 |
| Q-LDA: Uncovering Latent Patterns in Text-based Sequential Decision Processes | Dec 1, 2017 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Optimized Pre-Processing for Discrimination Prevention | Dec 1, 2017 | Decision MakingGeneral Classification | —Unverified | 0 |
| IIIT-H at IJCNLP-2017 Task 3: A Bidirectional-LSTM Approach for Review Opinion Diversification | Dec 1, 2017 | Decision MakingDiversity | —Unverified | 0 |
| Novel Exploration Techniques (NETs) for Malaria Policy Interventions | Dec 1, 2017 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Causality Refined Diagnostic Prediction | Nov 29, 2017 | Causal IdentificationDecision Making | —Unverified | 0 |
| NPC: Neighbors Progressive Competition Algorithm for Classification of Imbalanced Data Sets | Nov 29, 2017 | Decision MakingGeneral Classification | —Unverified | 0 |
| Paradoxes in Fair Computer-Aided Decision Making | Nov 29, 2017 | Decision Making | —Unverified | 0 |
| Wisdom of the crowd from unsupervised dimension reduction | Nov 28, 2017 | Decision MakingDimensionality Reduction | —Unverified | 0 |
