| 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 |
