| Decentralized Learning over Wireless Networks with Broadcast-Based Subgraph Sampling | Oct 24, 2023 | Scheduling | —Unverified | 0 |
| Solving the flexible job-shop scheduling problem through an enhanced deep reinforcement learning approach | Oct 24, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Learning-based Scheduling for Information Accuracy and Freshness in Wireless Networks | Oct 24, 2023 | Scheduling | —Unverified | 0 |
| A Review of Reinforcement Learning for Natural Language Processing, and Applications in Healthcare | Oct 23, 2023 | Decision MakingMachine Translation | —Unverified | 0 |
| A Multi-timescale and Chance-Constrained Energy Dispatching Strategy of Integrated Heat-Power Community with Shared Hybrid Energy Storage | Oct 23, 2023 | Scheduling | —Unverified | 0 |
| Interpretable Deep Reinforcement Learning for Optimizing Heterogeneous Energy Storage Systems | Oct 20, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A New Time Series Similarity Measure and Its Smart Grid Applications | Oct 19, 2023 | Anomaly DetectionDynamic Time Warping | —Unverified | 0 |
| GPT-4 Doesn't Know It's Wrong: An Analysis of Iterative Prompting for Reasoning Problems | Oct 19, 2023 | Scheduling | —Unverified | 0 |
| Auction-Based Scheduling | Oct 18, 2023 | Decision MakingFairness | —Unverified | 0 |
| Sparse-DySta: Sparsity-Aware Dynamic and Static Scheduling for Sparse Multi-DNN Workloads | Oct 17, 2023 | Scheduling | CodeCode Available | 0 |
| An Automatic Learning Rate Schedule Algorithm for Achieving Faster Convergence and Steeper Descent | Oct 17, 2023 | Scheduling | —Unverified | 0 |
| Enhancing Column Generation by Reinforcement Learning-Based Hyper-Heuristic for Vehicle Routing and Scheduling Problems | Oct 15, 2023 | Combinatorial OptimizationScheduling | —Unverified | 0 |
| Hybrid Reinforcement Learning for Optimizing Pump Sustainability in Real-World Water Distribution Networks | Oct 13, 2023 | Reinforcement Learning (RL)Scheduling | —Unverified | 0 |
| Optimal Scheduling of Electric Vehicle Charging with Deep Reinforcement Learning considering End Users Flexibility | Oct 13, 2023 | Deep Reinforcement LearningScheduling | —Unverified | 0 |
| Reinforcement Learning of Display Transfer Robots in Glass Flow Control Systems: A Physical Simulation-Based Approach | Oct 12, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Optimal Linear Decay Learning Rate Schedules and Further Refinements | Oct 11, 2023 | Scheduling | CodeCode Available | 1 |
| Learning a Reward Function for User-Preferred Appliance Scheduling | Oct 11, 2023 | Decision MakingScheduling | CodeCode Available | 0 |
| Imitation Learning from Observation with Automatic Discount Scheduling | Oct 11, 2023 | Imitation Learningreinforcement-learning | CodeCode Available | 1 |
| HoloFed: Environment-Adaptive Positioning via Multi-band Reconfigurable Holographic Surfaces and Federated Learning | Oct 10, 2023 | Federated LearningPosition | —Unverified | 0 |
| Online Equitable Ride-sharing Car Distribution in a Congested Traffic | Oct 8, 2023 | Scheduling | —Unverified | 0 |
| Twin Graph-based Anomaly Detection via Attentive Multi-Modal Learning for Microservice System | Oct 7, 2023 | Anomaly DetectionScheduling | CodeCode Available | 1 |
| A Review of Deep Reinforcement Learning in Serverless Computing: Function Scheduling and Resource Auto-Scaling | Oct 5, 2023 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| Low-carbon optimal dispatch of integrated energy system considering demand response under the tiered carbon trading mechanism | Oct 4, 2023 | Scheduling | —Unverified | 0 |
| Deep reinforcement learning for machine scheduling: Methodology, the state-of-the-art, and future directions | Oct 4, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Joint Optimization of Charging Infrastructure Placement and Operational Schedules for a Fleet of Battery Electric Trucks | Oct 3, 2023 | NavigateScheduling | —Unverified | 0 |
| AutoLoRa: A Parameter-Free Automated Robust Fine-Tuning Framework | Oct 3, 2023 | Adversarial RobustnessScheduling | —Unverified | 0 |
| SelectFormer: Private and Practical Data Selection for Transformers | Oct 3, 2023 | Scheduling | —Unverified | 0 |
| Linearization of ReLU Activation Function for Neural Network-Embedded Optimization: Optimal Day-Ahead Energy Scheduling | Oct 3, 2023 | Scheduling | —Unverified | 0 |
| Comparative study of microgrid optimal scheduling under multi-optimization algorithm fusion | Oct 3, 2023 | Scheduling | —Unverified | 0 |
| Efficient Online Scheduling and Routing for Automated Guided Vehicles In Loop-Based Graphs | Oct 3, 2023 | Scheduling | —Unverified | 0 |
| Regulating CPU Temperature With Thermal-Aware Scheduling Using a Reduced Order Learning Thermal Model | Oct 2, 2023 | CPUScheduling | —Unverified | 0 |
| Joint Scheduling and Trajectory Optimization of Charging UAV in Wireless Rechargeable Sensor Networks | Sep 30, 2023 | Scheduling | —Unverified | 0 |
| Joint Power and 3D Trajectory Optimization for UAV-enabled Wireless Powered Communication Networks with Obstacles | Sep 30, 2023 | Scheduling | —Unverified | 0 |
| SatDM: Synthesizing Realistic Satellite Image with Semantic Layout Conditioning using Diffusion Models | Sep 28, 2023 | Data AugmentationDenoising | CodeCode Available | 0 |
| Diverse Target and Contribution Scheduling for Domain Generalization | Sep 28, 2023 | Domain GeneralizationScheduling | —Unverified | 0 |
| Residual Scheduling: A New Reinforcement Learning Approach to Solving Job Shop Scheduling Problem | Sep 27, 2023 | Deep Reinforcement LearningJob Shop Scheduling | —Unverified | 0 |
| Enabling Resource-efficient AIoT System with Cross-level Optimization: A survey | Sep 27, 2023 | Scheduling | —Unverified | 0 |
| An AI Chatbot for Explaining Deep Reinforcement Learning Decisions of Service-oriented Systems | Sep 25, 2023 | ChatbotDecision Making | CodeCode Available | 0 |
| Natural Language based Context Modeling and Reasoning for Ubiquitous Computing with Large Language Models: A Tutorial | Sep 24, 2023 | Natural Language UnderstandingScheduling | —Unverified | 0 |
| Direct Learning for Parameter-Varying Feedforward Control: A Neural-Network Approach | Sep 22, 2023 | Scheduling | —Unverified | 0 |
| AI-Copilot for Business Optimisation: A Framework and A Case Study in Production Scheduling | Sep 22, 2023 | Prompt EngineeringScheduling | —Unverified | 0 |
| Understanding Patterns of Deep Learning ModelEvolution in Network Architecture Search | Sep 22, 2023 | Deep LearningScheduling | —Unverified | 0 |
| Efficient N:M Sparse DNN Training Using Algorithm, Architecture, and Dataflow Co-Design | Sep 22, 2023 | Computational EfficiencyScheduling | —Unverified | 0 |
| A Differentiable Framework for End-to-End Learning of Hybrid Structured Compression | Sep 21, 2023 | Scheduling | —Unverified | 0 |
| Safe Hierarchical Reinforcement Learning for CubeSat Task Scheduling Based on Energy Consumption | Sep 21, 2023 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Diffusion Models for Accurate Channel Distribution Generation | Sep 19, 2023 | Image GenerationScheduling | —Unverified | 0 |
| Task Graph offloading via Deep Reinforcement Learning in Mobile Edge Computing | Sep 19, 2023 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| A Generalized Delay and Backlog Analysis for Multiplexing URLLC and eMBB: Reconfigurable Intelligent Surfaces or Decode-and-Forward? | Sep 18, 2023 | Scheduling | CodeCode Available | 1 |
| A System-Level Energy-Efficient Digital Twin Framework for Runtime Control of Batch Manufacturing Processes | Sep 18, 2023 | Decision MakingScheduling | —Unverified | 0 |
| FedLALR: Client-Specific Adaptive Learning Rates Achieve Linear Speedup for Non-IID Data | Sep 18, 2023 | Federated LearningScheduling | —Unverified | 0 |