| Dynamic Measurement Scheduling for Event Forecasting using Deep RL | Jan 24, 2019 | Deep Reinforcement LearningICU Mortality | CodeCode Available | 0 |
| Multi-agent Reinforcement Learning Embedded Game for the Optimization of Building Energy Control and Power System Planning | Jan 17, 2019 | ManagementMulti-agent Reinforcement Learning | —Unverified | 0 |
| Performance prediction of data streams on high-performance architecture | Jan 7, 2019 | BenchmarkingDimensionality Reduction | —Unverified | 0 |
| Ethically Aligned Opportunistic Scheduling for Productive Laziness | Jan 2, 2019 | ManagementScheduling | —Unverified | 0 |
| Space Expansion of Feature Selection for Designing more Accurate Error Predictors | Dec 30, 2018 | feature selectionPrediction | —Unverified | 0 |
| Broadband Analog Aggregation for Low-Latency Federated Edge Learning (Extended Version) | Dec 30, 2018 | Scheduling | —Unverified | 0 |
| MEETING BOT: Reinforcement Learning for Dialogue Based Meeting Scheduling | Dec 28, 2018 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| VMAV-C: A Deep Attention-based Reinforcement Learning Algorithm for Model-based Control | Dec 24, 2018 | Deep AttentionModel-based Reinforcement Learning | —Unverified | 0 |
| TuSeRACT: Turn-Sample-Based Real-Time Traffic Signal Control | Dec 13, 2018 | SchedulingTraffic Signal Control | —Unverified | 0 |
| Algorithms Inspired by Nature: A Survey | Dec 13, 2018 | Combinatorial OptimizationJob Shop Scheduling | —Unverified | 0 |
| Learning What to Remember: Long-term Episodic Memory Networks for Learning from Streaming Data | Dec 11, 2018 | Lifelong learningQuestion Answering | —Unverified | 0 |
| A Two-Step Learning and Interpolation Method for Location-Based Channel Database | Dec 4, 2018 | Scheduling | —Unverified | 0 |
| DATS: Dispersive Stable Task Scheduling in Heterogeneous Fog Networks | Dec 1, 2018 | SchedulingSTS | —Unverified | 0 |
| Dynamic Measurement Scheduling for Adverse Event Forecasting using Deep RL | Dec 1, 2018 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Adversarial Bandits with Knapsacks | Nov 28, 2018 | Multi-Armed BanditsScheduling | —Unverified | 0 |
| Automated Algorithm Selection: Survey and Perspectives | Nov 28, 2018 | SchedulingSurvey | —Unverified | 0 |
| Realtime Scheduling and Power Allocation Using Deep Neural Networks | Nov 18, 2018 | ManagementScheduling | —Unverified | 0 |
| Argumentation for Explainable Scheduling (Full Paper with Proofs) | Nov 13, 2018 | Abstract ArgumentationScheduling | —Unverified | 0 |
| Coordinating Disaster Emergency Response with Heuristic Reinforcement Learning | Nov 12, 2018 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Time-interval balancing in multi-processor scheduling of composite modular jobs (preliminary description) | Nov 11, 2018 | ClusteringManagement | —Unverified | 0 |
| Online Planner Selection with Graph Neural Networks and Adaptive Scheduling | Nov 1, 2018 | Deep LearningGraph Neural Network | CodeCode Available | 0 |
| SDRL: Interpretable and Data-efficient Deep Reinforcement Learning Leveraging Symbolic Planning | Oct 31, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Interruptible Algorithms for Multiproblem Solving | Oct 26, 2018 | Scheduling | —Unverified | 0 |
| Runtime Concurrency Control and Operation Scheduling for High Performance Neural Network Training | Oct 21, 2018 | BIG-bench Machine LearningScheduling | —Unverified | 0 |
| A Bi-layered Parallel Training Architecture for Large-scale Convolutional Neural Networks | Oct 17, 2018 | Distributed ComputingScheduling | —Unverified | 0 |
| Mobility Offer Allocations in Corporate Settings | Oct 11, 2018 | Scheduling | CodeCode Available | 0 |
| Task Runtime Prediction in Scientific Workflows Using an Online Incremental Learning Approach | Oct 10, 2018 | CPUIncremental Learning | —Unverified | 0 |
| Determinantal thinning of point processes with network learning applications | Oct 9, 2018 | Point ProcessesScheduling | CodeCode Available | 0 |
| Trajectory planning for autonomous intersection management of connected vehicles | Oct 5, 2018 | Autonomous VehiclesManagement | —Unverified | 0 |
| AutoLoss: Learning Discrete Schedules for Alternate Optimization | Oct 4, 2018 | Image GenerationMachine Translation | CodeCode Available | 0 |
| Learning Scheduling Algorithms for Data Processing Clusters | Oct 3, 2018 | Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| Deep Reinforcement Learning for Time Scheduling in RF-Powered Backscatter Cognitive Radio Networks | Oct 3, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Action Model Acquisition using LSTM | Oct 3, 2018 | modelScheduling | —Unverified | 0 |
| Layer-compensated Pruning for Resource-constrained Convolutional Neural Networks | Oct 1, 2018 | Meta-LearningScheduling | CodeCode Available | 0 |
| Learning to Perform Local Rewriting for Combinatorial Optimization | Sep 30, 2018 | Combinatorial OptimizationReinforcement Learning | CodeCode Available | 0 |
| AutoLoss: Learning Discrete Schedule for Alternate Optimization | Sep 27, 2018 | Image GenerationMachine Translation | —Unverified | 0 |
| Optimal scheduling of isolated microgrid with an electric vehicle battery swapping station in multi-stakeholder scenarios: a bi-level programming approach via real-time pricing | Sep 26, 2018 | Scheduling | —Unverified | 0 |
| TDMA in Adaptive Resonant Beam Charging for IoT Devices | Sep 24, 2018 | Scheduling | —Unverified | 0 |
| Collaborative Inter-Terminal Transportation of Containers | Sep 20, 2018 | Scheduling | —Unverified | 0 |
| A General Framework for Temporal Fair User Scheduling in NOMA Systems | Sep 17, 2018 | FairnessScheduling | —Unverified | 0 |
| A linear algorithm for reliable predictive network control | Sep 14, 2018 | Scheduling | —Unverified | 0 |
| Learning User Preferences and Understanding Calendar Contexts for Event Scheduling | Sep 5, 2018 | Scheduling | CodeCode Available | 0 |
| Boosting Binary Optimization via Binary Classification: A Case Study of Job Shop Scheduling | Aug 31, 2018 | Binary ClassificationEvolutionary Algorithms | CodeCode Available | 0 |
| A real-time reactive framework for the surgical case sequencing problem | Aug 30, 2018 | Scheduling | —Unverified | 0 |
| Optimal Scheduling of an Isolated Microgrid with Battery Storage Considering Load and Renewable Generation Uncertainties | Aug 16, 2018 | Scheduling | —Unverified | 0 |
| On the Convergence of Learning-based Iterative Methods for Nonconvex Inverse Problems | Aug 16, 2018 | Scheduling | —Unverified | 0 |
| AIQ: Measuring Intelligence of Business AI Software | Aug 10, 2018 | Decision MakingScheduling | —Unverified | 0 |
| Round-Table Group Optimization for Sequencing Problems | Aug 7, 2018 | Scheduling | —Unverified | 0 |
| Spatial Deep Learning for Wireless Scheduling | Aug 4, 2018 | Deep LearningFairness | CodeCode Available | 0 |
| Multi-Agent Deep Reinforcement Learning for Dynamic Power Allocation in Wireless Networks | Aug 1, 2018 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |