| Deep Policy Gradient Methods Without Batch Updates, Target Networks, or Replay Buffers | Nov 22, 2024 | AvgDeep Reinforcement Learning | CodeCode Available | 1 |
| DRL-Based Optimization for AoI and Energy Consumption in C-V2X Enabled IoV | Nov 20, 2024 | Deep Reinforcement LearningScheduling | CodeCode Available | 1 |
| Learning Generalizable Policy for Obstacle-Aware Autonomous Drone Racing | Nov 6, 2024 | Deep Reinforcement LearningDrone navigation | CodeCode Available | 1 |
| Beyond The Rainbow: High Performance Deep Reinforcement Learning on a Desktop PC | Nov 6, 2024 | Computational EfficiencyDeep Reinforcement Learning | CodeCode Available | 1 |
| Learning Successor Features the Simple Way | Oct 29, 2024 | Continual LearningDeep Reinforcement Learning | CodeCode Available | 1 |
| Enhancing Battery Storage Energy Arbitrage with Deep Reinforcement Learning and Time-Series Forecasting | Oct 25, 2024 | Deep Reinforcement LearningTime Series | CodeCode Available | 1 |
| Entity-based Reinforcement Learning for Autonomous Cyber Defence | Oct 23, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Benchmarking Deep Reinforcement Learning for Navigation in Denied Sensor Environments | Oct 18, 2024 | Autonomous NavigationBenchmarking | CodeCode Available | 1 |
| Generative Artificial Intelligence (GAI) for Mobile Communications: A Diffusion Model Perspective | Oct 8, 2024 | Deep Reinforcement LearningManagement | CodeCode Available | 1 |
| Mitigating Adversarial Perturbations for Deep Reinforcement Learning via Vector Quantization | Oct 4, 2024 | Deep Reinforcement LearningQuantization | CodeCode Available | 1 |
| Scalable Multi-Robot Informative Path Planning for Target Mapping via Deep Reinforcement Learning | Sep 25, 2024 | Collision AvoidanceDeep Reinforcement Learning | CodeCode Available | 1 |
| Learning Discrete World Models for Heuristic Search | Sep 14, 2024 | Deep Reinforcement LearningHeuristic Search | CodeCode Available | 1 |
| Solving Integrated Process Planning and Scheduling Problem via Graph Neural Network Based Deep Reinforcement Learning | Sep 2, 2024 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 1 |
| Efficient Camera Exposure Control for Visual Odometry via Deep Reinforcement Learning | Aug 30, 2024 | CPUDeep Reinforcement Learning | CodeCode Available | 1 |
| Control-Informed Reinforcement Learning for Chemical Processes | Aug 24, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Hologram Reasoning for Solving Algebra Problems with Geometry Diagrams | Aug 20, 2024 | Deep Reinforcement LearningModel Selection | CodeCode Available | 1 |
| Integrating Saliency Ranking and Reinforcement Learning for Enhanced Object Detection | Aug 13, 2024 | Deep Reinforcement LearningObject | CodeCode Available | 1 |
| Model-Based Transfer Learning for Contextual Reinforcement Learning | Aug 8, 2024 | Bayesian Optimizationcontinuous-control | CodeCode Available | 1 |
| A Comparative Study of Deep Reinforcement Learning Models: DQN vs PPO vs A2C | Jul 19, 2024 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Reconfigurable Intelligent Surface Aided Vehicular Edge Computing: Joint Phase-shift Optimization and Multi-User Power Allocation | Jul 18, 2024 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 1 |
| Joint Optimization of Age of Information and Energy Consumption in NR-V2X System based on Deep Reinforcement Learning | Jul 11, 2024 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 1 |
| Resource Allocation for Twin Maintenance and Computing Task Processing in Digital Twin Vehicular Edge Computing Network | Jul 10, 2024 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 1 |
| Reconfigurable Intelligent Surface Assisted VEC Based on Multi-Agent Reinforcement Learning | Jun 17, 2024 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 1 |
| Deep-Reinforcement-Learning-Based AoI-Aware Resource Allocation for RIS-Aided IoV Networks | Jun 17, 2024 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Semantic-Aware Spectrum Sharing in Internet of Vehicles Based on Deep Reinforcement Learning | Jun 11, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
