| 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 |
