| Mining of Single-Class by Active Learning for Semantic Segmentation | Jul 18, 2023 | Active LearningDeep Reinforcement Learning | —Unverified | 0 |
| IxDRL: A Novel Explainable Deep Reinforcement Learning Toolkit based on Analyses of Interestingness | Jul 18, 2023 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| A Novel Multiagent Flexibility Aggregation Framework | Jul 17, 2023 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| POMDP inference and robust solution via deep reinforcement learning: An application to railway optimal maintenance | Jul 16, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep reinforcement learning for the dynamic vehicle dispatching problem: An event-based approach | Jul 13, 2023 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Defeating Proactive Jammers Using Deep Reinforcement Learning for Resource-Constrained IoT Networks | Jul 13, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Aeolus Ocean -- A simulation environment for the autonomous COLREG-compliant navigation of Unmanned Surface Vehicles using Deep Reinforcement Learning and Maritime Object Detection | Jul 13, 2023 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 |
| Hybrid Control Policy for Artificial Pancreas via Ensemble Deep Reinforcement Learning | Jul 13, 2023 | Deep Reinforcement LearningMeta-Learning | —Unverified | 0 |
| PID-Inspired Inductive Biases for Deep Reinforcement Learning in Partially Observable Control Tasks | Jul 12, 2023 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Sequential Experimental Design for X-Ray CT Using Deep Reinforcement Learning | Jul 12, 2023 | 3D ReconstructionComputed Tomography (CT) | CodeCode Available | 0 |
| Multiobjective Hydropower Reservoir Operation Optimization with Transformer-Based Deep Reinforcement Learning | Jul 11, 2023 | DecoderDeep Reinforcement Learning | —Unverified | 0 |
| A Survey From Distributed Machine Learning to Distributed Deep Learning | Jul 11, 2023 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| Contextual Pre-planning on Reward Machine Abstractions for Enhanced Transfer in Deep Reinforcement Learning | Jul 11, 2023 | Deep Reinforcement Learning | CodeCode Available | 0 |
| UAV Trajectory Optimization for Directional THz Links Using Deep Reinforcement Learning | Jul 8, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Reinforcement and Deep Reinforcement Learning-based Solutions for Machine Maintenance Planning, Scheduling Policies, and Optimization | Jul 7, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| ContainerGym: A Real-World Reinforcement Learning Benchmark for Resource Allocation | Jul 6, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Learning to Solve Tasks with Exploring Prior Behaviours | Jul 6, 2023 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Multi-objective Deep Reinforcement Learning for Mobile Edge Computing | Jul 5, 2023 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 1 |
| Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning | Jul 5, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Dynamic Feature-based Deep Reinforcement Learning for Flow Control of Circular Cylinder with Sparse Surface Pressure Sensing | Jul 5, 2023 | Deep Reinforcement LearningSelf-Learning | CodeCode Available | 1 |
| Deep Attention Q-Network for Personalized Treatment Recommendation | Jul 4, 2023 | Deep AttentionDeep Reinforcement Learning | CodeCode Available | 0 |
| Enhancing the Robustness of QMIX against State-adversarial Attacks | Jul 3, 2023 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Towards Safe Autonomous Driving Policies using a Neuro-Symbolic Deep Reinforcement Learning Approach | Jul 3, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| GA-DRL: Graph Neural Network-Augmented Deep Reinforcement Learning for DAG Task Scheduling over Dynamic Vehicular Clouds | Jul 3, 2023 | Deep Reinforcement LearningGraph Attention | —Unverified | 0 |
| Asset correlation based deep reinforcement learning for the portfolio selection | Jul 1, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
