| Multi-parameter Control for the (1+(λ,λ))-GA on OneMax via Deep Reinforcement Learning | May 19, 2025 | Deep Reinforcement LearningEvolutionary Algorithms | —Unverified | 0 |
| GATES: Cost-aware Dynamic Workflow Scheduling via Graph Attention Networks and Evolution Strategy | May 18, 2025 | Cloud ComputingDeep Reinforcement Learning | CodeCode Available | 1 |
| LAMeTA: Intent-Aware Agentic Network Optimization via a Large AI Model-Empowered Two-Stage Approach | May 18, 2025 | Deep Reinforcement LearningKnowledge Distillation | —Unverified | 0 |
| Lifelong reinforcement learning for health-aware fast charging of lithium-ion batteries | May 16, 2025 | Deep Reinforcement Learning | —Unverified | 0 |
| Automatic Reward Shaping from Confounded Offline Data | May 16, 2025 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Learning Multimodal AI Algorithms for Amplifying Limited User Input into High-dimensional Control Space | May 16, 2025 | Deep Reinforcement LearningIntent Detection | CodeCode Available | 0 |
| ReaCritic: Large Reasoning Transformer-based DRL Critic-model Scaling For Heterogeneous Networks | May 16, 2025 | Deep Reinforcement LearningOpenAI Gym | —Unverified | 0 |
| DRL-Based Injection Molding Process Parameter Optimization for Adaptive and Profitable Production | May 16, 2025 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Reasoning on a Budget: Miniaturizing DeepSeek R1 with SFT-GRPO Alignment for Instruction-Tuned LLMs | May 16, 2025 | Deep Reinforcement LearningMathematical Reasoning | CodeCode Available | 1 |
| Optimizing Electric Bus Charging Scheduling with Uncertainties Using Hierarchical Deep Reinforcement Learning | May 15, 2025 | Deep Reinforcement LearningScheduling | —Unverified | 0 |
| Electric Bus Charging Schedules Relying on Real Data-Driven Targets Based on Hierarchical Deep Reinforcement Learning | May 15, 2025 | Deep Reinforcement LearningScheduling | —Unverified | 0 |
| Efficient Adaptation of Reinforcement Learning Agents to Sudden Environmental Change | May 15, 2025 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Evaluating Robustness of Deep Reinforcement Learning for Autonomous Surface Vehicle Control in Field Tests | May 15, 2025 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 1 |
| Enhancing Aerial Combat Tactics through Hierarchical Multi-Agent Reinforcement Learning | May 13, 2025 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Deep reinforcement learning-based longitudinal control strategy for automated vehicles at signalised intersections | May 13, 2025 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Adaptive Security Policy Management in Cloud Environments Using Reinforcement Learning | May 13, 2025 | Deep Reinforcement LearningIntrusion Detection | —Unverified | 0 |
| Deep Reinforcement Learning for Power Grid Multi-Stage Cascading Failure Mitigation | May 13, 2025 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Practical Introduction to Deep Reinforcement Learning | May 13, 2025 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Continuous World Coverage Path Planning for Fixed-Wing UAVs using Deep Reinforcement Learning | May 13, 2025 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| A Study of Data-driven Methods for Inventory Optimization | May 13, 2025 | Data VisualizationDecision Making | —Unverified | 0 |
| Leveraging Reinforcement Learning and Koopman Theory for Enhanced Model Predictive Control Performance | May 12, 2025 | Deep Reinforcement LearningModel Predictive Control | —Unverified | 0 |
| VoI-Driven Joint Optimization of Control and Communication in Vehicular Digital Twin Network | May 12, 2025 | Deep Reinforcement Learning | —Unverified | 0 |
| Online Learning-based Adaptive Beam Switching for 6G Networks: Enhancing Efficiency and Resilience | May 12, 2025 | Deep Reinforcement LearningManagement | CodeCode Available | 0 |
| A Reinforcement Learning Framework for Application-Specific TCP Congestion-Control | May 11, 2025 | Deep Reinforcement Learning | —Unverified | 0 |
| Realistic Counterfactual Explanations for Machine Learning-Controlled Mobile Robots using 2D LiDAR | May 11, 2025 | counterfactualDecision Making | —Unverified | 0 |
