| Autonomous Warehouse Robot using Deep Q-Learning | Feb 21, 2022 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Shaping Advice in Deep Reinforcement Learning | Feb 19, 2022 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Toward a Smart Resource Allocation Policy via Artificial Intelligence in 6G Networks: Centralized or Decentralized? | Feb 18, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| VRL3: A Data-Driven Framework for Visual Deep Reinforcement Learning | Feb 17, 2022 | Deep Reinforcement LearningOffline RL | CodeCode Available | 2 |
| CADRE: A Cascade Deep Reinforcement Learning Framework for Vision-based Autonomous Urban Driving | Feb 17, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Robust Reinforcement Learning via Genetic Curriculum | Feb 17, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Survey on Deep Reinforcement Learning-based Approaches for Adaptation and Generalization | Feb 17, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Retrieval-Augmented Reinforcement Learning | Feb 17, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Soft Actor-Critic Deep Reinforcement Learning for Fault Tolerant Flight Control | Feb 16, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Deep Reinforcement Learning Based Multi-Access Edge Computing Schedule for Internet of Vehicle | Feb 15, 2022 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Energy-Efficient Parking Analytics System using Deep Reinforcement Learning | Feb 15, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Exploring Deep Reinforcement Learning-Assisted Federated Learning for Online Resource Allocation in Privacy-Persevering EdgeIoT | Feb 15, 2022 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 1 |
| Deep Reinforcement Learning and Convex Mean-Variance Optimisation for Portfolio Management | Feb 13, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Autonomous Drone Swarm Navigation and Multi-target Tracking in 3D Environments with Dynamic Obstacles | Feb 13, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Active Privacy-Utility Trade-off Against Inference in Time-Series Data Sharing | Feb 11, 2022 | Action DetectionActivity Detection | —Unverified | 0 |
| Development and Validation of an AI-Driven Model for the La Rance Tidal Barrage: A Generalisable Case Study | Feb 10, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| AI-based Robust Resource Allocation in End-to-End Network Slicing under Demand and CSI Uncertainties | Feb 10, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Abstraction for Deep Reinforcement Learning | Feb 10, 2022 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| Uncovering Instabilities in Variational-Quantum Deep Q-Networks | Feb 10, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Scenario-Assisted Deep Reinforcement Learning | Feb 9, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Robust, Deep, and Reinforcement Learning for Management of Communication and Power Networks | Feb 8, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Energy Management Based on Multi-Agent Deep Reinforcement Learning for A Multi-Energy Industrial Park | Feb 8, 2022 | counterfactualDeep Reinforcement Learning | —Unverified | 0 |
| Local Explanations for Reinforcement Learning | Feb 8, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Optimizing Warfarin Dosing using Deep Reinforcement Learning | Feb 7, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Soft Actor-Critic with Inhibitory Networks for Faster Retraining | Feb 7, 2022 | Deep Reinforcement LearningOpenAI Gym | —Unverified | 0 |
| Energy-Aware Edge Association for Cluster-based Personalized Federated Learning | Feb 6, 2022 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| Reinforcement learning for multi-item retrieval in the puzzle-based storage system | Feb 5, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| 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 |
| Malleable Agents for Re-Configurable Robotic Manipulators | Feb 4, 2022 | Deep Reinforcement LearningDomain Adaptation | —Unverified | 0 |
| Meta-Reinforcement Learning with Self-Modifying Networks | Feb 4, 2022 | Deep Reinforcement LearningMeta Reinforcement Learning | —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 |
| 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 |
| Federated Reinforcement Learning for Collective Navigation of Robotic Swarms | Feb 2, 2022 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| Optimizing Sequential Experimental Design with Deep Reinforcement Learning | Feb 2, 2022 | Deep Reinforcement LearningExperimental Design | CodeCode Available | 1 |
| DexVIP: Learning Dexterous Grasping with Human Hand Pose Priors from Video | Feb 1, 2022 | Deep Reinforcement LearningHuman-Object Interaction Detection | —Unverified | 0 |
| Improving Sample Efficiency of Value Based Models Using Attention and Vision Transformers | Feb 1, 2022 | Deep Reinforcement Learningreinforcement-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 |
| Reinforcement learning of optimal active particle navigation | Feb 1, 2022 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Accelerating Deep Reinforcement Learning for Digital Twin Network Optimization with Evolutionary Strategies | Feb 1, 2022 | Deep Reinforcement LearningManagement | CodeCode Available | 1 |
| Warmth and competence in human-agent cooperation | Jan 31, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| CoTV: Cooperative Control for Traffic Light Signals and Connected Autonomous Vehicles using Deep Reinforcement Learning | Jan 31, 2022 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 1 |
| 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 |
| Graph Convolution-Based Deep Reinforcement Learning for Multi-Agent Decision-Making in Mixed Traffic Environments | Jan 30, 2022 | Autonomous VehiclesDecision Making | CodeCode Available | 1 |
| DeepRNG: Towards Deep Reinforcement Learning-Assisted Generative Testing of Software | Jan 29, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Mask-based Latent Reconstruction for Reinforcement Learning | Jan 28, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| 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 |
