| Multi-goal Audio-visual Navigation using Sound Direction Map | Aug 1, 2023 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Distributionally Robust Safety Filter for Learning-Based Control in Active Distribution Systems | Jul 31, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| DRL4Route: A Deep Reinforcement Learning Framework for Pick-up and Delivery Route Prediction | Jul 30, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Dynamic deep-reinforcement-learning algorithm in Partially Observed Markov Decision Processes | Jul 29, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Autonomous Payload Thermal Control | Jul 28, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Improvable Gap Balancing for Multi-Task Learning | Jul 28, 2023 | Deep Reinforcement LearningMulti-Task Learning | CodeCode Available | 1 |
| An Ensemble Method of Deep Reinforcement Learning for Automated Cryptocurrency Trading | Jul 27, 2023 | Deep Reinforcement LearningModel Selection | —Unverified | 0 |
| Machine Learning-powered Pricing of the Multidimensional Passport Option | Jul 27, 2023 | Board GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| FLARE: Fingerprinting Deep Reinforcement Learning Agents using Universal Adversarial Masks | Jul 27, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Evaluation of Safety Constraints in Autonomous Navigation with Deep Reinforcement Learning | Jul 27, 2023 | Autonomous NavigationDeep Reinforcement Learning | —Unverified | 0 |
| A Constraint Enforcement Deep Reinforcement Learning Framework for Optimal Energy Storage Systems Dispatch | Jul 26, 2023 | Deep Reinforcement Learning | CodeCode Available | 1 |
| 2-Level Reinforcement Learning for Ships on Inland Waterways: Path Planning and Following | Jul 25, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Deep Reinforcement Learning for Robust Goal-Based Wealth Management | Jul 25, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Multi-UAV Speed Control with Collision Avoidance and Handover-aware Cell Association: DRL with Action Branching | Jul 24, 2023 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 |
| QAmplifyNet: Pushing the Boundaries of Supply Chain Backorder Prediction Using Interpretable Hybrid Quantum-Classical Neural Network | Jul 24, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Emergence of Adaptive Circadian Rhythms in Deep Reinforcement Learning | Jul 22, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Active Control of Flow over Rotating Cylinder by Multiple Jets using Deep Reinforcement Learning | Jul 22, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Hindsight-DICE: Stable Credit Assignment for Deep Reinforcement Learning | Jul 21, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning Based System for Intraoperative Hyperspectral Video Autofocusing | Jul 21, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Adaptive Control of Resource Flow to Optimize Construction Work and Cash Flow via Online Deep Reinforcement Learning | Jul 20, 2023 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| A3D: Adaptive, Accurate, and Autonomous Navigation for Edge-Assisted Drones | Jul 19, 2023 | Autonomous NavigationDeep Reinforcement Learning | —Unverified | 0 |
| Amortised Design Optimization for Item Response Theory | Jul 19, 2023 | Deep Reinforcement LearningExperimental Design | —Unverified | 0 |
| A Decision Making Framework for Recommended Maintenance of Road Segments | Jul 19, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Joint Service Caching, Communication and Computing Resource Allocation in Collaborative MEC Systems: A DRL-based Two-timescale Approach | Jul 19, 2023 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Robust Driving Policy Learning with Guided Meta Reinforcement Learning | Jul 19, 2023 | Autonomous NavigationDeep Reinforcement Learning | —Unverified | 0 |
| 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 |
