| Colored Noise in PPO: Improved Exploration and Performance through Correlated Action Sampling | Dec 18, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Deep-Dispatch: A Deep Reinforcement Learning-Based Vehicle Dispatch Algorithm for Advanced Air Mobility | Dec 17, 2023 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Fractional Deep Reinforcement Learning for Age-Minimal Mobile Edge Computing | Dec 16, 2023 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Model-free Learning of Corridor Clearance: A Near-term Deployment Perspective | Dec 16, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Analyzing Generalization in Policy Networks: A Case Study with the Double-Integrator System | Dec 16, 2023 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Spatial Deep Learning for Site-Specific Movement Optimization of Aerial Base Stations | Dec 16, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Improving Environment Robustness of Deep Reinforcement Learning Approaches for Autonomous Racing Using Bayesian Optimization-based Curriculum Learning | Dec 16, 2023 | Autonomous DrivingAutonomous Racing | CodeCode Available | 0 |
| Deep Reinforcement Learning for Joint Cruise Control and Intelligent Data Acquisition in UAVs-Assisted Sensor Networks | Dec 15, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Robustness Verification of Deep Reinforcement Learning Based Control Systems using Reward Martingales | Dec 15, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| GraphRARE: Reinforcement Learning Enhanced Graph Neural Network with Relative Entropy | Dec 15, 2023 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
