| 5G Network on Wings: A Deep Reinforcement Learning Approach to the UAV-based Integrated Access and Backhaul | Feb 4, 2022 | Autonomous NavigationDeep Reinforcement Learning | —Unverified | 0 |
| Meta-Reinforcement Learning with Self-Modifying Networks | Feb 4, 2022 | Deep Reinforcement LearningMeta Reinforcement Learning | —Unverified | 0 |
| Space-Air-Ground Integrated Multi-domain Network Resource Orchestration based on Virtual Network Architecture: a DRL Method | Feb 3, 2022 | Deep Reinforcement LearningNetwork Embedding | —Unverified | 0 |
| Deep Reinforcement Learning Assisted Federated Learning Algorithm for Data Management of IIoT | Feb 3, 2022 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| Network Resource Allocation Strategy Based on Deep Reinforcement Learning | Feb 3, 2022 | AttributeDeep Reinforcement Learning | —Unverified | 0 |
| Federated Reinforcement Learning for Collective Navigation of Robotic Swarms | Feb 2, 2022 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| PRIMA: Planner-Reasoner Inside a Multi-task Reasoning Agent | Feb 1, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| Underwater Differential Game: Finite-Time Target Hunting Task with Communication Delay | Feb 1, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| DexVIP: Learning Dexterous Grasping with Human Hand Pose Priors from Video | Feb 1, 2022 | Deep Reinforcement LearningHuman-Object Interaction Detection | —Unverified | 0 |
| Reinforcement learning of optimal active particle navigation | Feb 1, 2022 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Improving Sample Efficiency of Value Based Models Using Attention and Vision Transformers | Feb 1, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Warmth and competence in human-agent cooperation | Jan 31, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| DNS: Determinantal Point Process Based Neural Network Sampler for Ensemble Reinforcement Learning | Jan 31, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 |
| DearFSAC: An Approach to Optimizing Unreliable Federated Learning via Deep Reinforcement Learning | Jan 30, 2022 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| DeepRNG: Towards Deep Reinforcement Learning-Assisted Generative Testing of Software | Jan 29, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Overcoming Exploration: Deep Reinforcement Learning for Continuous Control in Cluttered Environments from Temporal Logic Specifications | Jan 28, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Adam-based Augmented Random Search for Control Policies for Distributed Energy Resource Cyber Attack Mitigation | Jan 27, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| Hyperparameter Tuning for Deep Reinforcement Learning Applications | Jan 26, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Using Deep Reinforcement Learning for Zero Defect Smart Forging | Jan 25, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Accelerated Intravascular Ultrasound Imaging using Deep Reinforcement Learning | Jan 24, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Evolution Gym: A Large-Scale Benchmark for Evolving Soft Robots | Jan 24, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| Large-Scale Graph Reinforcement Learning in Wireless Control Systems | Jan 24, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning with Spiking Q-learning | Jan 21, 2022 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Learning Two-Step Hybrid Policy for Graph-Based Interpretable Reinforcement Learning | Jan 21, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Deep reinforcement learning under signal temporal logic constraints using Lagrangian relaxation | Jan 21, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Environment Generation for Zero-Shot Compositional Reinforcement Learning | Jan 21, 2022 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Resource allocation algorithm for MEC based on Deep Reinforcement Learning | Jan 20, 2022 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Enhancement or Super-Resolution: Learning-based Adaptive Video Streaming with Client-Side Video Processing | Jan 20, 2022 | Deep Reinforcement LearningSuper-Resolution | —Unverified | 0 |
| EdgeMap: CrowdSourcing High Definition Map in Automotive Edge Computing | Jan 20, 2022 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| A Prescriptive Dirichlet Power Allocation Policy with Deep Reinforcement Learning | Jan 20, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Self-Awareness Safety of Deep Reinforcement Learning in Road Traffic Junction Driving | Jan 20, 2022 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Hybrid Reinforcement Learning-Based Eco-Driving Strategy for Connected and Automated Vehicles at Signalized Intersections | Jan 19, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Accelerating Representation Learning with View-Consistent Dynamics in Data-Efficient Reinforcement Learning | Jan 18, 2022 | Data AugmentationDeep Reinforcement Learning | —Unverified | 0 |
| K-nearest Multi-agent Deep Reinforcement Learning for Collaborative Tasks with a Variable Number of Agents | Jan 18, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Solving Dynamic Principal-Agent Problems with a Rationally Inattentive Principal | Jan 18, 2022 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Exploration by Random Network Distillation | Jan 17, 2022 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| The 37 Implementation Details of Proximal Policy Optimization | Jan 17, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| Summarising and Comparing Agent Dynamics with Contrastive Spatiotemporal Abstraction | Jan 17, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Family of Cognitively Realistic Parsing Environments for Deep Reinforcement Learning | Jan 16, 2022 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Profitable Strategy Design by Using Deep Reinforcement Learning for Trades on Cryptocurrency Markets | Jan 15, 2022 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Recursive Least Squares Advantage Actor-Critic Algorithms | Jan 15, 2022 | Computational Efficiencycontinuous-control | —Unverified | 0 |
| Cooperative Multi-Agent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control | Jan 15, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Deep Reinforcement Learning for Shared Autonomous Vehicles (SAV) Fleet Management | Jan 15, 2022 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Smart Magnetic Microrobots Learn to Swim with Deep Reinforcement Learning | Jan 14, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Automated Reinforcement Learning: An Overview | Jan 13, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Weakly Supervised Scene Text Detection using Deep Reinforcement Learning | Jan 13, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Multi-echelon Supply Chains with Uncertain Seasonal Demands and Lead Times Using Deep Reinforcement Learning | Jan 12, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Evolutionary Action Selection for Gradient-based Policy Learning | Jan 12, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Benchmarking Deep Reinforcement Learning Algorithms for Vision-based Robotics | Jan 11, 2022 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| SmartDet: Context-Aware Dynamic Control of Edge Task Offloading for Mobile Object Detection | Jan 11, 2022 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |