| Probabilistic Load Forecasting Based on Adaptive Online Learning | Nov 30, 2020 | energy managementLoad Forecasting | CodeCode Available | 1 |
| Privacy-Preserving Federated Learning for UAV-Enabled Networks: Learning-Based Joint Scheduling and Resource Management | Nov 28, 2020 | Distributed ComputingFederated Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Resource Constrained Multiclass Scheduling in Wireless Networks | Nov 27, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Reinforcement Learning for Robust Missile Autopilot Design | Nov 26, 2020 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Cable Tree Wiring -- Benchmarking Solvers on a Real-World Scheduling Problem with a Variety of Precedence Constraints | Nov 25, 2020 | BenchmarkingScheduling | CodeCode Available | 0 |
| Contract Scheduling With Predictions | Nov 24, 2020 | PredictionScheduling | —Unverified | 0 |
| Filtering Rules for Flow Time Minimization in a Parallel Machine Scheduling Problem | Nov 20, 2020 | Scheduling | —Unverified | 0 |
| Hierarchical Multi-timescale Framework For Operation of Dynamic Community Microgrid | Nov 19, 2020 | Scheduling | —Unverified | 0 |
| Energy Aware Deep Reinforcement Learning Scheduling for Sensors Correlated in Time and Space | Nov 19, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Distributed Scheduling using Graph Neural Networks | Nov 18, 2020 | Scheduling | CodeCode Available | 1 |
| Curiosity Based Reinforcement Learning on Robot Manufacturing Cell | Nov 17, 2020 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Using Explainable Scheduling for the Mars 2020 Rover Mission | Nov 17, 2020 | Scheduling | —Unverified | 0 |
| Time-Efficient Mars Exploration of Simultaneous Coverage and Charging with Multiple Drones | Nov 16, 2020 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| To Schedule or not to Schedule: Extracting Task Specific Temporal Entities and Associated Negation Constraints | Nov 15, 2020 | NegationScheduling | —Unverified | 0 |
| Automated Large-scale Class Scheduling in MiniZinc | Nov 15, 2020 | AllScheduling | CodeCode Available | 0 |
| A Secure Distributed Ledger for Transactive Energy: The Electron Volt Exchange (EVE) Blockchain | Nov 13, 2020 | Scheduling | —Unverified | 0 |
| Efficient Data Association and Uncertainty Quantification for Multi-Object Tracking | Nov 13, 2020 | Multi-Object TrackingObject Tracking | —Unverified | 0 |
| A Knowledge Representation Approach to Automated Mathematical Modelling | Nov 12, 2020 | Combinatorial OptimizationModel extraction | —Unverified | 0 |
| SALR: Sharpness-aware Learning Rate Scheduler for Improved Generalization | Nov 10, 2020 | Scheduling | —Unverified | 0 |
| Distributed Optimal Conservation Voltage Reduction in Integrated Primary-Secondary Distribution Systems | Nov 9, 2020 | Scheduling | —Unverified | 0 |
| Geometric Deep Reinforcement Learning for Dynamic DAG Scheduling | Nov 9, 2020 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Reinforcement Learning for Assignment problem | Nov 8, 2020 | Q-Learningreinforcement-learning | —Unverified | 0 |
| Thermal Prediction for Efficient Energy Management of Clouds using Machine Learning | Nov 7, 2020 | BIG-bench Machine Learningenergy management | —Unverified | 0 |
| A Data-Driven Machine Learning Approach for Consumer Modeling with Load Disaggregation | Nov 4, 2020 | BIG-bench Machine Learningenergy trading | —Unverified | 0 |
| Scheduling Real-time Deep Learning Services as Imprecise Computations | Nov 2, 2020 | Deep LearningGPU | —Unverified | 0 |
| Joint Transceiver Design Based on Dictionary Learning Algorithm for SCMA | Oct 30, 2020 | Dictionary LearningScheduling | —Unverified | 0 |
| Rosella: A Self-Driving Distributed Scheduler for Heterogeneous Clusters | Oct 28, 2020 | Scheduling | —Unverified | 0 |
| Out-of-core Training for Extremely Large-Scale Neural Networks With Adaptive Window-Based Scheduling | Oct 27, 2020 | GPUScheduling | —Unverified | 0 |
| LazyBatching: An SLA-aware Batching System for Cloud Machine Learning Inference | Oct 25, 2020 | BIG-bench Machine LearningScheduling | —Unverified | 0 |
| On Fair Virtual Conference Scheduling: Achieving Equitable Participant and Speaker Satisfaction | Oct 24, 2020 | FairnessScheduling | —Unverified | 0 |
| Abstracting the Traffic of Nonlinear Event-Triggered Control Systems | Oct 23, 2020 | Scheduling | —Unverified | 0 |
| A global-local neighborhood search algorithm and tabu search for flexible job shop scheduling problem | Oct 23, 2020 | Job Shop SchedulingScheduling | —Unverified | 0 |
| Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning | Oct 23, 2020 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 1 |
| Optimal Robustness-Consistency Trade-offs for Learning-Augmented Online Algorithms | Oct 22, 2020 | Scheduling | —Unverified | 0 |
| Exploring search space trees using an adapted version of Monte Carlo tree search for combinatorial optimization problems | Oct 22, 2020 | Combinatorial OptimizationScheduling | CodeCode Available | 0 |
| Correlation-aware Cooperative Multigroup Broadcast 360° Video Delivery Network: A Hierarchical Deep Reinforcement Learning Approach | Oct 21, 2020 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| A Particle Swarm Inspired Approach for Continuous Distributed Constraint Optimization Problems | Oct 20, 2020 | Scheduling | —Unverified | 0 |
| Sliding Differential Evolution Scheduling for Federated Learning in Bandwidth-Limited Networks | Oct 18, 2020 | Federated LearningScheduling | —Unverified | 0 |
| GalaxyTSP: A New Billion-Node Benchmark for TSP | Oct 17, 2020 | SchedulingTraveling Salesman Problem | —Unverified | 0 |
| Minimizing Pumping Energy Cost in Real-time Operations of Water Distribution Systems using Economic Model Predictive Control | Oct 15, 2020 | ManagementModel Predictive Control | —Unverified | 0 |
| Online Learning with Vector Costs and Bandits with Knapsacks | Oct 14, 2020 | Scheduling | —Unverified | 0 |
| Applying Graph-based Deep Learning To Realistic Network Scenarios | Oct 13, 2020 | Deep LearningScheduling | —Unverified | 0 |
| Deep-Reinforcement-Learning-Based Scheduling with Contiguous Resource Allocation for Next-Generation Cellular Systems | Oct 11, 2020 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Distributed Resource Allocation with Multi-Agent Deep Reinforcement Learning for 5G-V2V Communication | Oct 11, 2020 | Deep Reinforcement LearningDistributed Optimization | CodeCode Available | 1 |
| Controlling Graph Dynamics with Reinforcement Learning and Graph Neural Networks | Oct 11, 2020 | Marketingreinforcement-learning | —Unverified | 0 |
| A Predictive Autoscaler for Elastic Batch Jobs | Oct 10, 2020 | SchedulingTime Series | —Unverified | 0 |
| Modeling Human Temporal Uncertainty in Human-Agent Teams | Oct 9, 2020 | Scheduling | —Unverified | 0 |
| DiffTune: Optimizing CPU Simulator Parameters with Learned Differentiable Surrogates | Oct 8, 2020 | CPUScheduling | CodeCode Available | 1 |
| Deep Reinforcement Learning for Collaborative Edge Computing in Vehicular Networks | Oct 5, 2020 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Deep Reinforcement Learning for Delay-Oriented IoT Task Scheduling in Space-Air-Ground Integrated Network | Oct 4, 2020 | Deep Reinforcement LearningScheduling | —Unverified | 0 |