| Demonstration-guided Deep Reinforcement Learning for Coordinated Ramp Metering and Perimeter Control in Large Scale Networks | Mar 4, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Double A3C: Deep Reinforcement Learning on OpenAI Gym Games | Mar 4, 2023 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Decision Transformer under Random Frame Dropping | Mar 3, 2023 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Intelligent O-RAN Traffic Steering for URLLC Through Deep Reinforcement Learning | Mar 3, 2023 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| AI-Generated Incentive Mechanism and Full-Duplex Semantic Communications for Information Sharing | Mar 3, 2023 | Deep Reinforcement LearningMixed Reality | CodeCode Available | 1 |
| Multi-Start Team Orienteering Problem for UAS Mission Re-Planning with Data-Efficient Deep Reinforcement Learning | Mar 2, 2023 | DecoderDeep Reinforcement Learning | —Unverified | 0 |
| Reinforced Labels: Multi-Agent Deep Reinforcement Learning for Point-Feature Label Placement | Mar 2, 2023 | Data VisualizationDeep Reinforcement Learning | —Unverified | 0 |
| Parameter Sharing with Network Pruning for Scalable Multi-Agent Deep Reinforcement Learning | Mar 2, 2023 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Understanding plasticity in neural networks | Mar 2, 2023 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| A Deep Reinforcement Learning Trader without Offline Training | Mar 1, 2023 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Robust Secrecy via Aerial Reflection and Jamming: Joint Optimization of Deployment and Transmission | Feb 28, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Auxiliary Task-based Deep Reinforcement Learning for Quantum Control | Feb 28, 2023 | continuous-controlContinuous Control | —Unverified | 0 |
| Hierarchical Reinforcement Learning in Complex 3D Environments | Feb 28, 2023 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Graph Reinforcement Learning for Operator Selection in the ALNS Metaheuristic | Feb 28, 2023 | Deep Reinforcement LearningOpen-Ended Question Answering | —Unverified | 0 |
| Exposure-Based Multi-Agent Inspection of a Tumbling Target Using Deep Reinforcement Learning | Feb 27, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Dynamic Resource Allocation for Metaverse Applications with Deep Reinforcement Learning | Feb 27, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| CrystalBox: Future-Based Explanations for Input-Driven Deep RL Systems | Feb 27, 2023 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Puppeteer and Marionette: Learning Anticipatory Quadrupedal Locomotion Based on Interactions of a Central Pattern Generator and Supraspinal Drive | Feb 26, 2023 | Deep Reinforcement LearningModel Predictive Control | —Unverified | 0 |
| Sim-and-Real Reinforcement Learning for Manipulation: A Consensus-based Approach | Feb 26, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Hierarchical Needs-driven Agent Learning Systems: From Deep Reinforcement Learning To Diverse Strategies | Feb 25, 2023 | Deep Reinforcement Learning | CodeCode Available | 1 |
| DeepCPG Policies for Robot Locomotion | Feb 25, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| The Dormant Neuron Phenomenon in Deep Reinforcement Learning | Feb 24, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 6 |
| Model-Based Uncertainty in Value Functions | Feb 24, 2023 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Why Target Networks Stabilise Temporal Difference Methods | Feb 24, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Plume: A Framework for High Performance Deep RL Network Controllers via Prioritized Trace Sampling | Feb 24, 2023 | Deep Reinforcement LearningVocal Bursts Intensity Prediction | —Unverified | 0 |
| Securing IoT Communication using Physical Sensor Data -- Graph Layer Security with Federated Multi-Agent Deep Reinforcement Learning | Feb 24, 2023 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| Energy Harvesting Reconfigurable Intelligent Surface for UAV Based on Robust Deep Reinforcement Learning | Feb 23, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| To the Noise and Back: Diffusion for Shared Autonomy | Feb 23, 2023 | continuous-controlContinuous Control | —Unverified | 0 |
| Selective experience replay compression using coresets for lifelong deep reinforcement learning in medical imaging | Feb 22, 2023 | Brain Tumor SegmentationDeep Reinforcement Learning | —Unverified | 0 |
| Assessment of Reinforcement Learning for Macro Placement | Feb 21, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 2 |
| Deep Reinforcement Learning for Robotic Pushing and Picking in Cluttered Environment | Feb 21, 2023 | Deep Reinforcement LearningObject | —Unverified | 0 |
| Deep Reinforcement Learning Based on Local GNN for Goal-conditioned Deformable Object Rearranging | Feb 21, 2023 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Curiosity-driven Exploration in Sparse-reward Multi-agent Reinforcement Learning | Feb 21, 2023 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| UAV Path Planning Employing MPC- Reinforcement Learning Method Considering Collision Avoidance | Feb 21, 2023 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 |
| Constrained Reinforcement Learning for Predictive Control in Real-Time Stochastic Dynamic Optimal Power Flow | Feb 21, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Cost-Effective Medical Diagnosis | Feb 20, 2023 | Anomaly DetectionDeep Reinforcement Learning | CodeCode Available | 1 |
| Safe Deep Reinforcement Learning by Verifying Task-Level Properties | Feb 20, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Uncertainty-Aware Reward-based Deep Reinforcement Learning for Intent Analysis of Social Media Information | Feb 19, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Efficient Exploration via Epistemic-Risk-Seeking Policy Optimization | Feb 18, 2023 | Deep Reinforcement LearningEfficient Exploration | —Unverified | 0 |
| Deep Reinforcement Learning for mmWave Initial Beam Alignment | Feb 17, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Robot path planning using deep reinforcement learning | Feb 17, 2023 | Autonomous NavigationDeep Reinforcement Learning | —Unverified | 0 |
| Energy Efficient Computation Offloading in Aerial Edge Networks With Multi-Agent Cooperation | Feb 14, 2023 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Deep Reinforcement Learning for Multi-user Massive MIMO with Channel Aging | Feb 14, 2023 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| To Risk or Not to Risk: Learning with Risk Quantification for IoT Task Offloading in UAVs | Feb 14, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Regret-Based Defense in Adversarial Reinforcement Learning | Feb 14, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Automatic Noise Filtering with Dynamic Sparse Training in Deep Reinforcement Learning | Feb 13, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Optimal Charging Profile Design for Solar-Powered Sustainable UAV Communication Networks | Feb 13, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Online Safety Property Collection and Refinement for Safe Deep Reinforcement Learning in Mapless Navigation | Feb 13, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Verifying Generalization in Deep Learning | Feb 11, 2023 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| RIS-Assisted Jamming Rejection and Path Planning for UAV-Borne IoT Platform: A New Deep Reinforcement Learning Framework | Feb 10, 2023 | Deep Reinforcement LearningTrajectory Planning | —Unverified | 0 |
