| Safe and Accelerated Deep Reinforcement Learning-based O-RAN Slicing: A Hybrid Transfer Learning Approach | Sep 13, 2023 | Deep Reinforcement LearningTransfer Learning | CodeCode Available | 0 |
| Attention Loss Adjusted Prioritized Experience Replay | Sep 13, 2023 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Self-Refined Large Language Model as Automated Reward Function Designer for Deep Reinforcement Learning in Robotics | Sep 13, 2023 | Common Sense ReasoningDeep Reinforcement Learning | CodeCode Available | 0 |
| Racing Control Variable Genetic Programming for Symbolic Regression | Sep 13, 2023 | Deep Reinforcement Learningregression | CodeCode Available | 0 |
| Fidelity-Induced Interpretable Policy Extraction for Reinforcement Learning | Sep 12, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A Reinforcement Learning Approach for Robotic Unloading from Visual Observations | Sep 12, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| A DRL-based Reflection Enhancement Method for RIS-assisted Multi-receiver Communications | Sep 11, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| AVARS -- Alleviating Unexpected Urban Road Traffic Congestion using UAVs | Sep 10, 2023 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Finding Influencers in Complex Networks: An Effective Deep Reinforcement Learning Approach | Sep 9, 2023 | DecoderDeep Reinforcement Learning | —Unverified | 0 |
| Compositional Learning of Visually-Grounded Concepts Using Reinforcement | Sep 8, 2023 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 |
| Deep Reinforcement Learning Enabled Joint Deployment and Beamforming in STAR-RIS Assisted Networks | Sep 7, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Learning of Generalizable and Interpretable Knowledge in Grid-Based Reinforcement Learning Environments | Sep 7, 2023 | Atari GamesDecision Making | CodeCode Available | 0 |
| Deep Reinforcement Learning from Hierarchical Preference Design | Sep 6, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Marketing Budget Allocation with Offline Constrained Deep Reinforcement Learning | Sep 6, 2023 | Deep Reinforcement LearningMarketing | —Unverified | 0 |
| On Reducing Undesirable Behavior in Deep Reinforcement Learning Models | Sep 6, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Personalized Federated Deep Reinforcement Learning-based Trajectory Optimization for Multi-UAV Assisted Edge Computing | Sep 5, 2023 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Hawkeye: Change-targeted Testing for Android Apps based on Deep Reinforcement Learning | Sep 4, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Active flow control for three-dimensional cylinders through deep reinforcement learning | Sep 4, 2023 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| LoopTune: Optimizing Tensor Computations with Reinforcement Learning | Sep 4, 2023 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| A Survey on Service Route and Time Prediction in Instant Delivery: Taxonomy, Progress, and Prospects | Sep 3, 2023 | Deep Reinforcement LearningPrediction | —Unverified | 0 |
| How Does Forecasting Affect the Convergence of DRL Techniques in O-RAN Slicing? | Sep 1, 2023 | Deep Reinforcement LearningTime Series Forecasting | —Unverified | 0 |
| Physics-Based Trajectory Design for Cellular-Connected UAV in Rainy Environments Based on Deep Reinforcement Learning | Aug 31, 2023 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Multi Agent DeepRL based Joint Power and Subchannel Allocation in IAB networks | Aug 31, 2023 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| R^3: On-device Real-Time Deep Reinforcement Learning for Autonomous Robotics | Aug 29, 2023 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning Based Framework for Mobile Energy Disseminator Dispatching to Charge On-the-Road Electric Vehicles | Aug 29, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Adversarial Style Transfer for Robust Policy Optimization in Deep Reinforcement Learning | Aug 29, 2023 | Data AugmentationDeep Reinforcement Learning | —Unverified | 0 |
| Target-independent XLA optimization using Reinforcement Learning | Aug 28, 2023 | Compiler OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Uplink Scheduling in NOMA-URLLC Networks | Aug 28, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Optimal Economic Gas Turbine Dispatch with Deep Reinforcement Learning | Aug 28, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning Visual Tracking and Reaching with Deep Reinforcement Learning on a UR10e Robotic Arm | Aug 28, 2023 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Reinforcement Learning-based Optimal Control and Software Rejuvenation for Safe and Efficient UAV Navigation | Aug 27, 2023 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Packet Header Recognition Utilizing an All-Optical Reservoir Based on Reinforcement-Learning-Optimized Double-Ring Resonator | Aug 26, 2023 | AllDeep Reinforcement Learning | —Unverified | 0 |
| Pretty darn good control: when are approximate solutions better than approximate models | Aug 25, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Racing Towards Reinforcement Learning based control of an Autonomous Formula SAE Car | Aug 24, 2023 | Autonomous NavigationDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning-driven Cross-Community Energy Interaction Optimal Scheduling | Aug 24, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Robust Computation Offloading and Trajectory Optimization for Multi-UAV-Assisted MEC: A Multi-Agent DRL Approach | Aug 24, 2023 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Deploying Deep Reinforcement Learning Systems: A Taxonomy of Challenges | Aug 23, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| A Mobile Data-Driven Hierarchical Deep Reinforcement Learning Approach for Real-time Demand-Responsive Railway Rescheduling and Station Overcrowding Mitigation | Aug 23, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| An Intentional Forgetting-Driven Self-Healing Method For Deep Reinforcement Learning Systems | Aug 23, 2023 | Continual LearningDeep Reinforcement Learning | CodeCode Available | 0 |
| Mobility-Aware Computation Offloading for Swarm Robotics using Deep Reinforcement Learning | Aug 22, 2023 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| A Safe Deep Reinforcement Learning Approach for Energy Efficient Federated Learning in Wireless Communication Networks | Aug 21, 2023 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Artificial Upwelling Energy Management | Aug 20, 2023 | Deep Reinforcement LearningDistributional Reinforcement Learning | —Unverified | 0 |
| ILCAS: Imitation Learning-Based Configuration-Adaptive Streaming for Live Video Analytics with Cross-Camera Collaboration | Aug 19, 2023 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Learning in Cooperative Multiagent Systems Using Cognitive and Machine Models | Aug 18, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Reduced Order Modeling of a MOOSE-based Advanced Manufacturing Model with Operator Learning | Aug 18, 2023 | Deep Reinforcement LearningOperator learning | —Unverified | 0 |
| Learning Computational Efficient Bots with Costly Features | Aug 18, 2023 | Computational EfficiencyD4RL | —Unverified | 0 |
| Leveraging Large Language Models for DRL-Based Anti-Jamming Strategies in Zero Touch Networks | Aug 18, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Federated Reinforcement Learning for Electric Vehicles Charging Control on Distribution Networks | Aug 17, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Integrating Renewable Energy in Agriculture: A Deep Reinforcement Learning-based Approach | Aug 16, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A Robust Integrated Multi-Strategy Bus Control System via Deep Reinforcement Learning | Aug 16, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
