| Alpha^2: Discovering Logical Formulaic Alphas using Deep Reinforcement Learning | Jun 24, 2024 | Deep Reinforcement Learning | CodeCode Available | 2 |
| Fault Detection for agents on power grid topology optimization: A Comprehensive analysis | Jun 24, 2024 | Deep Reinforcement LearningFault Detection | —Unverified | 0 |
| CAV-AHDV-CAV: Mitigating Traffic Oscillations for CAVs through a Novel Car-Following Structure and Reinforcement Learning | Jun 23, 2024 | Collision AvoidanceDecision Making | —Unverified | 0 |
| Understanding and Diagnosing Deep Reinforcement Learning | Jun 23, 2024 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| OpticGAI: Generative AI-aided Deep Reinforcement Learning for Optical Networks Optimization | Jun 22, 2024 | BlockingDeep Reinforcement Learning | —Unverified | 0 |
| Towards Dynamic Resource Allocation and Client Scheduling in Hierarchical Federated Learning: A Two-Phase Deep Reinforcement Learning Approach | Jun 21, 2024 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| Deep UAV Path Planning with Assured Connectivity in Dense Urban Setting | Jun 21, 2024 | Deep Reinforcement LearningUnity | —Unverified | 0 |
| KnobTree: Intelligent Database Parameter Configuration via Explainable Reinforcement Learning | Jun 21, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A Benchmark Study of Deep-RL Methods for Maximum Coverage Problems over Graphs | Jun 20, 2024 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| Graph Neural Networks for Job Shop Scheduling Problems: A Survey | Jun 20, 2024 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Design Optimization of NOMA Aided Multi-STAR-RIS for Indoor Environments: A Convex Approximation Imitated Reinforcement Learning Approach | Jun 19, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| A Super-human Vision-based Reinforcement Learning Agent for Autonomous Racing in Gran Turismo | Jun 18, 2024 | Autonomous RacingCar Racing | —Unverified | 0 |
| Deep-Reinforcement-Learning-Based AoI-Aware Resource Allocation for RIS-Aided IoV Networks | Jun 17, 2024 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Reconfigurable Intelligent Surface Assisted VEC Based on Multi-Agent Reinforcement Learning | Jun 17, 2024 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 1 |
| Attention-Based Deep Reinforcement Learning for Qubit Allocation in Modular Quantum Architectures | Jun 17, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| Online Context Learning for Socially Compliant Navigation | Jun 17, 2024 | Deep Reinforcement LearningRobot Navigation | CodeCode Available | 0 |
| Multi-UAV Multi-RIS QoS-Aware Aerial Communication Systems using DRL and PSO | Jun 16, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Grad-Instructor: Universal Backpropagation with Explainable Evaluation Neural Networks for Meta-learning and AutoML | Jun 15, 2024 | AutoMLDeep Reinforcement Learning | —Unverified | 0 |
| Mix Q-learning for Lane Changing: A Collaborative Decision-Making Method in Multi-Agent Deep Reinforcement Learning | Jun 14, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Misam: Using ML in Dataflow Selection of Sparse-Sparse Matrix Multiplication | Jun 14, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| CUER: Corrected Uniform Experience Replay for Off-Policy Continuous Deep Reinforcement Learning Algorithms | Jun 13, 2024 | continuous-controlContinuous Control | —Unverified | 0 |
| Optimizing Deep Reinforcement Learning for Adaptive Robotic Arm Control | Jun 12, 2024 | Deep Reinforcement LearningHyperparameter Optimization | —Unverified | 0 |
| Deep reinforcement learning with positional context for intraday trading | Jun 12, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Adaptive Swarm Mesh Refinement using Deep Reinforcement Learning with Local Rewards | Jun 12, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| Reinforcement Learning to Disentangle Multiqubit Quantum States from Partial Observations | Jun 12, 2024 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 0 |
