| Automatic Configuration for Optimal Communication Scheduling in DNN Training | Dec 27, 2021 | Bayesian OptimizationScheduling | —Unverified | 0 |
| RELDEC: Reinforcement Learning-Based Decoding of Moderate Length LDPC Codes | Dec 27, 2021 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| An Efficient Combinatorial Optimization Model Using Learning-to-Rank Distillation | Dec 24, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| DeepGANTT: A Scalable Deep Learning Scheduler for Backscatter Networks | Dec 24, 2021 | Combinatorial OptimizationDeep Learning | —Unverified | 0 |
| LFT Representation of a Class of Nonlinear Systems: A Data-Driven Approach | Dec 23, 2021 | Scheduling | —Unverified | 0 |
| Run-of-Mine Stockyard Recovery Scheduling and Optimisation for Multiple Reclaimers | Dec 23, 2021 | Scheduling | —Unverified | 0 |
| DRF Codes: Deep SNR-Robust Feedback Codes | Dec 22, 2021 | DecoderScheduling | —Unverified | 0 |
| A Scalable Deep Reinforcement Learning Model for Online Scheduling Coflows of Multi-Stage Jobs for High Performance Computing | Dec 21, 2021 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| TFDPM: Attack detection for cyber-physical systems with diffusion probabilistic models | Dec 20, 2021 | Scheduling | —Unverified | 0 |
| Safe multi-agent deep reinforcement learning for joint bidding and maintenance scheduling of generation units | Dec 20, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Masked Deep Q-Recommender for Effective Question Scheduling | Dec 19, 2021 | Knowledge TracingReinforcement Learning (RL) | —Unverified | 0 |
| Scheduling HVAC loads to promote renewable generation integration with a learning-based joint chance-constrained approach | Dec 18, 2021 | Computational EfficiencyScheduling | —Unverified | 0 |
| A prediction-based approach for online dynamic patient scheduling: a case study in radiotherapy treatment | Dec 16, 2021 | regressionScheduling | —Unverified | 0 |
| Hierarchical Stochastic Scheduling of Multi-Community Integrated Energy Systems in Uncertain Environments via Stackelberg Game | Dec 14, 2021 | energy managementGenerative Adversarial Network | —Unverified | 0 |
| Adaptive Beamwidth Configuration for Millimeter Wave V2X Scheduling | Dec 14, 2021 | ManagementScheduling | —Unverified | 0 |
| Scheduling Servers with Stochastic Bilinear Rewards | Dec 13, 2021 | Scheduling | CodeCode Available | 0 |
| Knowledge-based optimal irrigation scheduling of agro-hydrological systems | Dec 12, 2021 | Model Predictive ControlScheduling | —Unverified | 0 |
| LSTM-based model predictive control with discrete inputs for irrigation scheduling | Dec 12, 2021 | Computational EfficiencyModel Predictive Control | —Unverified | 0 |
| Efficient Device Scheduling with Multi-Job Federated Learning | Dec 11, 2021 | Bayesian OptimizationFairness | —Unverified | 0 |
| A simulation driven optimization algorithm for scheduling sorting center operations | Dec 7, 2021 | Scheduling | —Unverified | 0 |
| Optimal Scheduling of Energy Storage for Power System with Capability of Sensing Short-term Future PV Power Production | Dec 7, 2021 | energy managementManagement | —Unverified | 0 |
| A Novel Prediction Setup for Online Speed-Scaling | Dec 6, 2021 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| End-to-end Adaptive Distributed Training on PaddlePaddle | Dec 6, 2021 | CPUGPU | —Unverified | 0 |
| Voltage Stability Constrained Unit Commitment in High IBG-Penetrated Power Systems | Dec 6, 2021 | SchedulingVocal Bursts Intensity Prediction | —Unverified | 0 |
| Target Entropy Annealing for Discrete Soft Actor-Critic | Dec 6, 2021 | Atari GamesScheduling | —Unverified | 0 |
| FleetX | Dec 6, 2021 | CPUDistributed Computing | —Unverified | 0 |
| Learning-based Measurement Scheduling for Loosely-Coupled Cooperative Localization | Dec 6, 2021 | Combinatorial OptimizationScheduling | —Unverified | 0 |
| Optimal activity and battery scheduling algorithm using load and solar generation forecast | Dec 6, 2021 | Missing ValuesScheduling | CodeCode Available | 0 |
| A network analysis of decision strategies of human experts in steel manufacturing | Dec 3, 2021 | Scheduling | —Unverified | 0 |
| Adaptive Group Collaborative Artificial Bee Colony Algorithm | Dec 2, 2021 | Scheduling | —Unverified | 0 |
| Scheduling to Learn In An Unsupervised Online Streaming Model | Dec 2, 2021 | Scheduling | —Unverified | 0 |
| Reliable Decisions with Threshold Calibration | Dec 1, 2021 | Scheduling | —Unverified | 0 |
| Fair Scheduling for Time-dependent Resources | Dec 1, 2021 | FairnessScheduling | —Unverified | 0 |
| Memory-efficient Patch-based Inference for Tiny Deep Learning | Dec 1, 2021 | Deep Learningimage-classification | —Unverified | 0 |
| Collective discrete optimisation as judgment aggregation | Dec 1, 2021 | Decision MakingScheduling | —Unverified | 0 |
| State-of-Charge Aware EV Charging | Nov 30, 2021 | Scheduling | CodeCode Available | 0 |
| MAMRL: Exploiting Multi-agent Meta Reinforcement Learning in WAN Traffic Engineering | Nov 30, 2021 | Decision MakingMeta-Learning | —Unverified | 0 |
| Count-Based Temperature Scheduling for Maximum Entropy Reinforcement Learning | Nov 28, 2021 | Q-Learningreinforcement-learning | —Unverified | 0 |
| Evacuation Shelter Scheduling Problem | Nov 26, 2021 | Scheduling | —Unverified | 0 |
| Stochastic optimal scheduling of demand response-enabled microgrids with renewable generations: An analytical-heuristic approach | Nov 24, 2021 | Scheduling | —Unverified | 0 |
| SatNet: A Benchmark for Satellite Scheduling Optimization | Nov 24, 2021 | Combinatorial OptimizationEvolutionary Algorithms | —Unverified | 0 |
| Multicrew Scheduling and Routing in Road Network Restoration Based on Deep Q-learning | Nov 24, 2021 | Q-LearningScheduling | —Unverified | 0 |
| Learning to Schedule Heuristics for the Simultaneous Stochastic Optimization of Mining Complexes | Nov 24, 2021 | Combinatorial OptimizationReinforcement Learning (RL) | —Unverified | 0 |
| Solve Optimization Problems with Unknown Constraint Networks | Nov 23, 2021 | Scheduling | —Unverified | 0 |
| Operations for Autonomous Spacecraft | Nov 22, 2021 | Data SummarizationScheduling | —Unverified | 0 |
| HeterPS: Distributed Deep Learning With Reinforcement Learning Based Scheduling in Heterogeneous Environments | Nov 20, 2021 | Distributed Computingreinforcement-learning | —Unverified | 0 |
| Doing More by Doing Less: How Structured Partial Backpropagation Improves Deep Learning Clusters | Nov 20, 2021 | Deep LearningScheduling | CodeCode Available | 0 |
| A Novel Grid-forming Voltage Control Strategy for Supplying Unbalanced Microgrid Loads Using Inverter-based Resources | Nov 18, 2021 | Scheduling | —Unverified | 0 |
| Machine Learning Assisted Approach for Security-Constrained Unit Commitment | Nov 17, 2021 | BIG-bench Machine LearningScheduling | —Unverified | 0 |
| All Birds with One Stone: Multi-task Learning for Inference with One Forward Pass | Nov 16, 2021 | AllComputational Efficiency | —Unverified | 0 |