| On Robust Reinforcement Learning with Lipschitz-Bounded Policy Networks | May 19, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Deep Dive into Model-free Reinforcement Learning for Biological and Robotic Systems: Theory and Practice | May 19, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Federated Learning With Energy Harvesting Devices: An MDP Framework | May 17, 2024 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| Continuous Transfer Learning for UAV Communication-aware Trajectory Design | May 16, 2024 | Deep Reinforcement LearningTrajectory Planning | —Unverified | 0 |
| DVS-RG: Differential Variable Speed Limits Control using Deep Reinforcement Learning with Graph State Representation | May 15, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| Detecting Continuous Integration Skip : A Reinforcement Learning-based Approach | May 15, 2024 | Binary ClassificationDeep Reinforcement Learning | —Unverified | 0 |
| Chaos-based reinforcement learning with TD3 | May 15, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Real-Time Ground Delay Program Revision and Corresponding Flight Delay Assignments | May 14, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| CIER: A Novel Experience Replay Approach with Causal Inference in Deep Reinforcement Learning | May 14, 2024 | Causal InferenceDeep Reinforcement Learning | —Unverified | 0 |
| Optimizing Deep Reinforcement Learning for American Put Option Hedging | May 14, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| MADRL-Based Rate Adaptation for 360° Video Streaming with Multi-Viewpoint Prediction | May 13, 2024 | Deep Reinforcement LearningPrediction | —Unverified | 0 |
| On-Demand Model and Client Deployment in Federated Learning with Deep Reinforcement Learning | May 12, 2024 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| Stealthy Imitation: Reward-guided Environment-free Policy Stealing | May 11, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| Auditing an Automatic Grading Model with deep Reinforcement Learning | May 11, 2024 | automatic short answer gradingDeep Reinforcement Learning | —Unverified | 0 |
| Hedging American Put Options with Deep Reinforcement Learning | May 10, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Latency and Energy Minimization in NOMA-Assisted MEC Network: A Federated Deep Reinforcement Learning Approach | May 7, 2024 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Deep Reinforcement Learning for Multi-User RF Charging with Non-linear Energy Harvesters | May 7, 2024 | Deep Reinforcement LearningScheduling | —Unverified | 0 |
| The Curse of Diversity in Ensemble-Based Exploration | May 7, 2024 | Attributecontinuous-control | CodeCode Available | 0 |
| Enhancing O-RAN Security: Evasion Attacks and Robust Defenses for Graph Reinforcement Learning-based Connection Management | May 6, 2024 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| End-to-End Reinforcement Learning of Curative Curtailment with Partial Measurement Availability | May 6, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| RICE: Breaking Through the Training Bottlenecks of Reinforcement Learning with Explanation | May 5, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Guidance Design for Escape Flight Vehicle Using Evolution Strategy Enhanced Deep Reinforcement Learning | May 4, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| Implicit Safe Set Algorithm for Provably Safe Reinforcement Learning | May 4, 2024 | continuous-controlContinuous Control | —Unverified | 0 |
| Hand-Object Interaction Controller (HOIC): Deep Reinforcement Learning for Reconstructing Interactions with Physics | May 4, 2024 | Deep Reinforcement LearningObject | CodeCode Available | 1 |
| Learning Robot Soccer from Egocentric Vision with Deep Reinforcement Learning | May 3, 2024 | Deep Reinforcement LearningObject Tracking | —Unverified | 0 |
| Proximal Curriculum with Task Correlations for Deep Reinforcement Learning | May 3, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Tabular and Deep Reinforcement Learning for Gittins Index | May 2, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Behavior Imitation for Manipulator Control and Grasping with Deep Reinforcement Learning | May 2, 2024 | 3D Human Pose EstimationDeep Reinforcement Learning | —Unverified | 0 |
| Leveraging Procedural Generation for Learning Autonomous Peg-in-Hole Assembly in Space | May 2, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Generative Active Learning for the Search of Small-molecule Protein Binders | May 2, 2024 | Active LearningDeep Reinforcement Learning | —Unverified | 0 |
| Portfolio Management using Deep Reinforcement Learning | May 1, 2024 | Algorithmic TradingDeep Reinforcement Learning | —Unverified | 0 |
| HUGO -- Highlighting Unseen Grid Options: Combining Deep Reinforcement Learning with a Heuristic Target Topology Approach | May 1, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Advanced Longitudinal Control and Collision Avoidance in High-Risk Driving Scenarios | Apr 29, 2024 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 |
| DPO Meets PPO: Reinforced Token Optimization for RLHF | Apr 29, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Task and Domain Adaptive Reinforcement Learning for Robot Control | Apr 29, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| SAFE-RL: Saliency-Aware Counterfactual Explainer for Deep Reinforcement Learning Policies | Apr 28, 2024 | counterfactualDeep Reinforcement Learning | CodeCode Available | 0 |
| Shared learning of powertrain control policies for vehicle fleets | Apr 27, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| Learning Manipulation Tasks in Dynamic and Shared 3D Spaces | Apr 26, 2024 | Deep Reinforcement Learning | CodeCode Available | 0 |
| An Explainable Deep Reinforcement Learning Model for Warfarin Maintenance Dosing Using Policy Distillation and Action Forging | Apr 26, 2024 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| DRL2FC: An Attack-Resilient Controller for Automatic Generation Control Based on Deep Reinforcement Learning | Apr 25, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| Exploring the Dynamics of Data Transmission in 5G Networks: A Conceptual Analysis | Apr 25, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| SwarmRL: Building the Future of Smart Active Systems | Apr 25, 2024 | Deep Reinforcement Learning | CodeCode Available | 1 |
| A fast balance optimization approach for charging enhancement of lithium-ion battery packs through deep reinforcement learning | Apr 24, 2024 | Deep Reinforcement Learningenergy management | CodeCode Available | 1 |
| Enhancing High-Speed Cruising Performance of Autonomous Vehicles through Integrated Deep Reinforcement Learning Framework | Apr 23, 2024 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Multi-Objective Deep Reinforcement Learning for 5G Base Station Placement to Support Localisation for Future Sustainable Traffic | Apr 23, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| Using deep reinforcement learning to promote sustainable human behaviour on a common pool resource problem | Apr 23, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning-aided Transmission Design for Energy-efficient Link Optimization in Vehicular Communications | Apr 19, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Decentralized Coordination of Distributed Energy Resources through Local Energy Markets and Deep Reinforcement Learning | Apr 19, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| Adaptive Regularization of Representation Rank as an Implicit Constraint of Bellman Equation | Apr 19, 2024 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Random Network Distillation Based Deep Reinforcement Learning for AGV Path Planning | Apr 19, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
