| Collaborative Channel Access and Transmission for NR Sidelink and Wi-Fi Coexistence over Unlicensed Spectrum | Jan 20, 2025 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| Optimum Power Allocation for Low Rank Wi-Fi Channels: A Comparison with Deep RL Framework | Jan 20, 2025 | Deep Reinforcement Learning | —Unverified | 0 |
| DRL-Based Maximization of the Sum Cross-Layer Achievable Rate for Networks Under Jamming | Jan 20, 2025 | Deep Reinforcement Learning | —Unverified | 0 |
| Secure Resource Allocation via Constrained Deep Reinforcement Learning | Jan 20, 2025 | Deep Reinforcement LearningDistributed Computing | —Unverified | 0 |
| A Novel Switch-Type Policy Network for Resource Allocation Problems: Technical Report | Jan 19, 2025 | Deep Reinforcement Learning | —Unverified | 0 |
| Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning | Jan 19, 2025 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Adaptive Target Localization under Uncertainty using Multi-Agent Deep Reinforcement Learning with Knowledge Transfer | Jan 19, 2025 | Deep Reinforcement LearningTransfer Learning | —Unverified | 0 |
| Federated Deep Reinforcement Learning for Energy Efficient Multi-Functional RIS-Assisted Low-Earth Orbit Networks | Jan 19, 2025 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| Classical and Deep Reinforcement Learning Inventory Control Policies for Pharmaceutical Supply Chains with Perishability and Non-Stationarity | Jan 18, 2025 | Deep Reinforcement Learning | —Unverified | 0 |
| Wasserstein Adaptive Value Estimation for Actor-Critic Reinforcement Learning | Jan 17, 2025 | Computational EfficiencyDeep Reinforcement Learning | —Unverified | 0 |
| ForestProtector: An IoT Architecture Integrating Machine Vision and Deep Reinforcement Learning for Efficient Wildfire Monitoring | Jan 17, 2025 | Deep Reinforcement LearningFire Detection | CodeCode Available | 0 |
| Enhancing AI Transparency: XRL-Based Resource Management and RAN Slicing for 6G ORAN Architecture | Jan 17, 2025 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Enhancing UAV Path Planning Efficiency Through Accelerated Learning | Jan 17, 2025 | Deep Reinforcement LearningDimensionality Reduction | —Unverified | 0 |
| Hierarchical Deep Reinforcement Learning for Adaptive Resource Management in Integrated Terrestrial and Non-Terrestrial Networks | Jan 16, 2025 | Deep Reinforcement LearningManagement | CodeCode Available | 1 |
| From Explainability to Interpretability: Interpretable Policies in Reinforcement Learning Via Model Explanation | Jan 16, 2025 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Fast Searching of Extreme Operating Conditions for Relay Protection Setting Calculation Based on Graph Neural Network and Reinforcement Learning | Jan 16, 2025 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Application of Deep Reinforcement Learning to UAV Swarming for Ground Surveillance | Jan 15, 2025 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| SPEQ: Stabilization Phases for Efficient Q-Learning in High Update-To-Data Ratio Reinforcement Learning | Jan 15, 2025 | Computational Efficiencycontinuous-control | —Unverified | 0 |
| Dynamic Portfolio Optimization via Augmented DDPG with Quantum Price Levels-Based Trading Strategy | Jan 15, 2025 | Deep Reinforcement LearningPortfolio Optimization | —Unverified | 0 |
| Dynamic Pricing in High-Speed Railways Using Multi-Agent Reinforcement Learning | Jan 14, 2025 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| CHEQ-ing the Box: Safe Variable Impedance Learning for Robotic Polishing | Jan 14, 2025 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| CuAsmRL: Optimizing GPU SASS Schedules via Deep Reinforcement Learning | Jan 14, 2025 | Deep Reinforcement LearningGPU | CodeCode Available | 1 |
| A Federated Deep Learning Framework for Cell-Free RSMA Networks | Jan 13, 2025 | CPUDeep Learning | —Unverified | 0 |
| Improving DeFi Accessibility through Efficient Liquidity Provisioning with Deep Reinforcement Learning | Jan 13, 2025 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| A novel multi-agent dynamic portfolio optimization learning system based on hierarchical deep reinforcement learning | Jan 12, 2025 | Deep Reinforcement LearningPortfolio Optimization | —Unverified | 0 |
