| Optimal activity and battery scheduling algorithm using load and solar generation forecast | Dec 6, 2021 | Missing ValuesScheduling | CodeCode Available | 0 |
| A Novel Prediction Setup for Online Speed-Scaling | Dec 6, 2021 | BIG-bench Machine LearningPrediction | —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 |
| End-to-end Adaptive Distributed Training on PaddlePaddle | Dec 6, 2021 | CPUGPU | —Unverified | 0 |
| Episodic Policy Gradient Training | Dec 3, 2021 | Policy Gradient MethodsScheduling | CodeCode Available | 1 |
| A network analysis of decision strategies of human experts in steel manufacturing | Dec 3, 2021 | Scheduling | —Unverified | 0 |
| Scheduling to Learn In An Unsupervised Online Streaming Model | Dec 2, 2021 | Scheduling | —Unverified | 0 |
| Adaptive Group Collaborative Artificial Bee Colony Algorithm | Dec 2, 2021 | Scheduling | —Unverified | 0 |
| Collective discrete optimisation as judgment aggregation | Dec 1, 2021 | Decision MakingScheduling | —Unverified | 0 |
| Memory-efficient Patch-based Inference for Tiny Deep Learning | Dec 1, 2021 | Deep Learningimage-classification | —Unverified | 0 |
| Fair Scheduling for Time-dependent Resources | Dec 1, 2021 | FairnessScheduling | —Unverified | 0 |
| Reliable Decisions with Threshold Calibration | Dec 1, 2021 | Scheduling | —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 |
| 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 |
| SatNet: A Benchmark for Satellite Scheduling Optimization | Nov 24, 2021 | Combinatorial OptimizationEvolutionary Algorithms | —Unverified | 0 |
| Stochastic optimal scheduling of demand response-enabled microgrids with renewable generations: An analytical-heuristic approach | Nov 24, 2021 | Scheduling | —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 |
| Doing More by Doing Less: How Structured Partial Backpropagation Improves Deep Learning Clusters | Nov 20, 2021 | Deep LearningScheduling | CodeCode Available | 0 |
| HeterPS: Distributed Deep Learning With Reinforcement Learning Based Scheduling in Heterogeneous Environments | Nov 20, 2021 | Distributed Computingreinforcement-learning | —Unverified | 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 |
| On Effective Scheduling of Model-based Reinforcement Learning | Nov 16, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Self-encoding Barnacle Mating Optimizer Algorithm for Manpower Scheduling in Flow Shop | Nov 16, 2021 | Scheduling | —Unverified | 0 |
| Learning Robust Scheduling with Search and Attention | Nov 15, 2021 | ManagementScheduling | —Unverified | 0 |
| Optimizing the Age of Information in RIS-aided SWIPT Networks | Nov 14, 2021 | Scheduling | —Unverified | 0 |
| Jumping Fluid Models and Delay Stability of Max-Weight Dynamics under Heavy-Tailed Traffic | Nov 14, 2021 | Open-Ended Question AnsweringScheduling | —Unverified | 0 |
| Delay-Oriented Distributed Scheduling Using Graph Neural Networks | Nov 13, 2021 | Scheduling | CodeCode Available | 0 |
| Deep Reinforcement Model Selection for Communications Resource Allocation in On-Site Medical Care | Nov 12, 2021 | Model SelectionScheduling | CodeCode Available | 1 |
| A Supervised-Learning based Hour-Ahead Demand Response of a Behavior-based HEMS approximating MILP Optimization | Nov 3, 2021 | Multi-agent Reinforcement LearningScheduling | —Unverified | 0 |
| An advanced methodology to enhance energy efficiency in a hospital cooling-water system | Nov 1, 2021 | Scheduling | —Unverified | 0 |
| Solution: End-to-end Scheduling of Real-time Task Pipelines on Multiprocessors | Nov 1, 2021 | Scheduling | —Unverified | 0 |
| Learning Data Augmentation Schedules for Natural Language Processing | Nov 1, 2021 | Data AugmentationScheduling | CodeCode Available | 0 |
| Wireless Federated Learning over MIMO Networks: Joint Device Scheduling and Beamforming Design | Oct 31, 2021 | Federated LearningScheduling | —Unverified | 0 |
| Graph Neural Network based scheduling : Improved throughput under a generalized interference model | Oct 31, 2021 | Graph Neural NetworkScheduling | —Unverified | 0 |
| Crowd-sensing Enhanced Parking Patrol using Trajectories of Sharing Bikes | Oct 29, 2021 | Multi-agent Reinforcement LearningScheduling | —Unverified | 0 |
| Collaborative Pure Exploration in Kernel Bandit | Oct 29, 2021 | Decision MakingRecommendation Systems | —Unverified | 0 |
| SMORE: Knowledge Graph Completion and Multi-hop Reasoning in Massive Knowledge Graphs | Oct 28, 2021 | CPUGPU | CodeCode Available | 1 |
| Temporal-Difference Value Estimation via Uncertainty-Guided Soft Updates | Oct 28, 2021 | Q-LearningScheduling | —Unverified | 0 |
| MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning | Oct 28, 2021 | Deep Learningimage-classification | CodeCode Available | 1 |
| Fast Distributed Stochastic Scheduling for A Multi-Energy Industrial Park | Oct 27, 2021 | energy managementManagement | —Unverified | 0 |
| Medium Access Control protocol for Collaborative Spectrum Learning in Wireless Networks | Oct 25, 2021 | Scheduling | —Unverified | 0 |
| Can Q-Learning be Improved with Advice? | Oct 25, 2021 | Q-Learningreinforcement-learning | —Unverified | 0 |
| 2nd Place Solution for SODA10M Challenge 2021 -- Continual Detection Track | Oct 25, 2021 | Autonomous Drivingobject-detection | —Unverified | 0 |