| Multi-agent Path Finding for Cooperative Autonomous Driving | Feb 1, 2024 | Autonomous DrivingMulti-Agent Path Finding | CodeCode Available | 1 | 5 |
| Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning | Oct 23, 2020 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 1 | 5 |
| Neural Airport Ground Handling | Mar 4, 2023 | Combinatorial OptimizationReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| Workflow Optimization for Parallel Split Learning | Feb 1, 2024 | Federated LearningScheduling | CodeCode Available | 1 | 5 |
| MCDS: AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing Systems | Dec 14, 2021 | Cloud ComputingDistributed Computing | CodeCode Available | 1 | 5 |
| A Two-stage Reinforcement Learning-based Approach for Multi-entity Task Allocation | Jun 29, 2024 | Combinatorial Optimizationreinforcement-learning | CodeCode Available | 1 | 5 |
| MCUNet: Tiny Deep Learning on IoT Devices | Jul 20, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 | 5 |
| Automated Learning Rate Scheduler for Large-batch Training | Jul 13, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| A Stochastic Game Framework for Efficient Energy Management in Microgrid Networks | Feb 6, 2020 | energy managementenergy trading | CodeCode Available | 1 | 5 |
| MAP-Elites based Hyper-Heuristic for the Resource Constrained Project Scheduling Problem | Apr 24, 2022 | Combinatorial OptimizationDiversity | CodeCode Available | 1 | 5 |
| MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning | Oct 28, 2021 | Deep Learningimage-classification | CodeCode Available | 1 | 5 |
| LEMMA: A Multi-view Dataset for Learning Multi-agent Multi-task Activities | Jul 31, 2020 | Action RecognitionAction Understanding | CodeCode Available | 1 | 5 |
| Link Scheduling using Graph Neural Networks | Sep 12, 2021 | Scheduling | CodeCode Available | 1 | 5 |
| A Scalable and Reproducible System-on-Chip Simulation for Reinforcement Learning | Apr 27, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| LLMs can Schedule | Aug 13, 2024 | Job Shop SchedulingScheduling | CodeCode Available | 1 | 5 |
| An Efficient Diffusion-based Non-Autoregressive Solver for Traveling Salesman Problem | Jan 23, 2025 | DenoisingScheduling | CodeCode Available | 1 | 5 |
| Apt-Serve: Adaptive Request Scheduling on Hybrid Cache for Scalable LLM Inference Serving | Apr 10, 2025 | GPULarge Language Model | CodeCode Available | 1 | 5 |
| A Unified Framework for Soft Threshold Pruning | Feb 25, 2023 | compressed sensingScheduling | CodeCode Available | 1 | 5 |
| A Production Scheduling Framework for Reinforcement Learning Under Real-World Constraints | Jun 16, 2025 | Job Shop SchedulingReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| A Reinforcement Learning Environment For Job-Shop Scheduling | Apr 8, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| A deep generative model for probabilistic energy forecasting in power systems: normalizing flows | Jun 17, 2021 | energy managementManagement | CodeCode Available | 1 | 5 |
| An End-to-End Reinforcement Learning Approach for Job-Shop Scheduling Problems Based on Constraint Programming | Jun 9, 2023 | Combinatorial OptimizationFeature Engineering | CodeCode Available | 1 | 5 |
| ColO-RAN: Developing Machine Learning-based xApps for Open RAN Closed-loop Control on Programmable Experimental Platforms | Dec 17, 2021 | Deep Reinforcement LearningScheduling | CodeCode Available | 1 | 5 |
| MetaNet: Automated Dynamic Selection of Scheduling Policies in Cloud Environments | May 21, 2022 | Cloud ComputingManagement | CodeCode Available | 1 | 5 |
| Accelerating AIGC Services with Latent Action Diffusion Scheduling in Edge Networks | Dec 24, 2024 | Scheduling | CodeCode Available | 1 | 5 |
| Combinatorial Optimization with Policy Adaptation using Latent Space Search | Nov 13, 2023 | BenchmarkingCombinatorial Optimization | CodeCode Available | 1 | 5 |
| MLink: Linking Black-Box Models from Multiple Domains for Collaborative Inference | Sep 28, 2022 | Collaborative InferenceDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling | Nov 20, 2022 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 1 | 5 |
| Learning to Simulate Daily Activities via Modeling Dynamic Human Needs | Feb 9, 2023 | Imitation LearningSand | CodeCode Available | 1 | 5 |
| Multi Agent Reinforcement Learning for Sequential Satellite Assignment Problems | Dec 20, 2024 | Combinatorial OptimizationMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| MANGO: A Python Library for Parallel Hyperparameter Tuning | May 22, 2020 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Multi-objective Deep Reinforcement Learning for Mobile Edge Computing | Jul 5, 2023 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 1 | 5 |
| Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems | Dec 18, 2024 | Combinatorial OptimizationJob Shop Scheduling | CodeCode Available | 1 | 5 |
| Characterization and Prediction of Deep Learning Workloads in Large-Scale GPU Datacenters | Sep 3, 2021 | GPUManagement | CodeCode Available | 1 | 5 |
| Performance Comparison of Deep RL Algorithms for Energy Systems Optimal Scheduling | Aug 1, 2022 | Deep Reinforcement Learningenergy management | CodeCode Available | 1 | 5 |
| Chimera: Efficiently Training Large-Scale Neural Networks with Bidirectional Pipelines | Jul 14, 2021 | GPUScheduling | CodeCode Available | 1 | 5 |
| Compositional Video Synthesis with Action Graphs | Jun 27, 2020 | SchedulingVideo Generation | CodeCode Available | 1 | 5 |
| A Quantitative Survey of Communication Optimizations in Distributed Deep Learning | May 27, 2020 | Deep LearningGPU | CodeCode Available | 1 | 5 |
| ComTraQ-MPC: Meta-Trained DQN-MPC Integration for Trajectory Tracking with Limited Active Localization Updates | Mar 3, 2024 | Decision MakingModel Predictive Control | CodeCode Available | 1 | 5 |
| schlably: A Python Framework for Deep Reinforcement Learning Based Scheduling Experiments | Jan 10, 2023 | Deep Reinforcement LearningJob Shop Scheduling | CodeCode Available | 1 | 5 |
| ControlLLM: Augment Language Models with Tools by Searching on Graphs | Oct 26, 2023 | Scheduling | CodeCode Available | 1 | 5 |
| ConsumerBench: Benchmarking Generative AI Applications on End-User Devices | Jun 21, 2025 | BenchmarkingCPU | CodeCode Available | 1 | 5 |
| Age-Based Scheduling for Mobile Edge Computing: A Deep Reinforcement Learning Approach | Dec 1, 2023 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Learning to Explore for Stochastic Gradient MCMC | Aug 17, 2024 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Adversarial Augmentation Training Makes Action Recognition Models More Robust to Realistic Video Distribution Shifts | Jan 21, 2024 | Action RecognitionScheduling | CodeCode Available | 0 | 5 |
| An AI Chatbot for Explaining Deep Reinforcement Learning Decisions of Service-oriented Systems | Sep 25, 2023 | ChatbotDecision Making | CodeCode Available | 0 | 5 |
| Learning to Identify Top Elo Ratings: A Dueling Bandits Approach | Jan 12, 2022 | Scheduling | CodeCode Available | 0 | 5 |
| Learning From Scenarios for Stochastic Repairable Scheduling | Dec 6, 2023 | SchedulingStochastic Optimization | CodeCode Available | 0 | 5 |
| Learning Data Augmentation Schedules for Natural Language Processing | Nov 1, 2021 | Data AugmentationScheduling | CodeCode Available | 0 | 5 |
