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| Real-world Ride-hailing Vehicle Repositioning using Deep Reinforcement Learning | Mar 8, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| ReaPER: Improving Sample Efficiency in Model-Based Latent Imagination | Jan 1, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| Rearrangement with Nonprehensile Manipulation Using Deep Reinforcement Learning | Mar 15, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Reclaimer: A Reinforcement Learning Approach to Dynamic Resource Allocation for Cloud Microservices | Apr 17, 2023 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| Recommendations with Negative Feedback via Pairwise Deep Reinforcement Learning | Feb 19, 2018 | Deep Reinforcement LearningRecommendation Systems | —Unverified | 0 |
| Reconfigurable Intelligent Surface Enabled Vehicular Communication: Joint User Scheduling and Passive Beamforming | Jan 28, 2021 | Deep Reinforcement LearningScheduling | —Unverified | 0 |
| Recurrent Auto-Encoders for Enhanced Deep Reinforcement Learning in Wilderness Search and Rescue Planning | Feb 26, 2025 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Recurrent Control Nets for Deep Reinforcement Learning | Jan 6, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Recursive Least Squares Advantage Actor-Critic Algorithms | Jan 15, 2022 | Computational Efficiencycontinuous-control | —Unverified | 0 |
| Reduce Computational Cost In Deep Reinforcement Learning Via Randomized Policy Learning | May 25, 2025 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Reduced Order Modeling of a MOOSE-based Advanced Manufacturing Model with Operator Learning | Aug 18, 2023 | Deep Reinforcement LearningOperator learning | —Unverified | 0 |
| Reducing Action Space: Reference-Model-Assisted Deep Reinforcement Learning for Inverter-based Volt-Var Control | Oct 10, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| WD3: Taming the Estimation Bias in Deep Reinforcement Learning | Jun 18, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Reducing the Deployment-Time Inference Control Costs of Deep Reinforcement Learning Agents via an Asymmetric Architecture | May 30, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| REFUEL: Exploring Sparse Features in Deep Reinforcement Learning for Fast Disease Diagnosis | Dec 1, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Refutation of Spectral Graph Theory Conjectures with Search Algorithms) | Sep 27, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Reinforced Genetic Algorithm Learning for Optimizing Computation Graphs | May 7, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Regret-Optimized Portfolio Enhancement through Deep Reinforcement Learning and Future Looking Rewards | Feb 4, 2025 | Deep Reinforcement Learning | —Unverified | 0 |
| Regularization of the policy updates for stabilizing Mean Field Games | Apr 4, 2023 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Regularizing Action Policies for Smooth Control with Reinforcement Learning | Dec 11, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| REIN-2: Giving Birth to Prepared Reinforcement Learning Agents Using Reinforcement Learning Agents | Oct 11, 2021 | Deep Reinforcement LearningMeta-Learning | —Unverified | 0 |
| Reinforced Approximate Exploratory Data Analysis | Dec 12, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Reinforced Coloring for End-to-End Instance Segmentation | May 14, 2020 | Deep Reinforcement LearningInstance Segmentation | —Unverified | 0 |
| Reinforced dynamics for enhanced sampling in large atomic and molecular systems | Dec 10, 2017 | Deep Reinforcement LearningEfficient Exploration | —Unverified | 0 |
| Reinforced Labels: Multi-Agent Deep Reinforcement Learning for Point-Feature Label Placement | Mar 2, 2023 | Data VisualizationDeep Reinforcement Learning | —Unverified | 0 |
| Reinforced Symbolic Learning with Logical Constraints for Predicting Turbine Blade Fatigue Life | Nov 18, 2024 | Deep Reinforcement LearningSymbolic Regression | —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 |
| Reinforcement Cutting-Agent Learning for Video Object Segmentation | Jun 1, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Reinforcement Learning: An Overview | Dec 6, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Quantum Adiabatic Algorithm Design using Reinforcement Learning | Dec 27, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Reinforcement Learning Assisted Oxygen Therapy for COVID-19 Patients Under Intensive Care | May 19, 2021 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Reinforcement Learning-Based Control of CrazyFlie 2.X Quadrotor | Jun 6, 2023 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
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| Reinforcement learning based recommender systems: A survey | Jan 15, 2021 | Collaborative FilteringDeep Reinforcement Learning | —Unverified | 0 |
| Reinforcement Learning Based Safe Decision Making for Highway Autonomous Driving | May 13, 2021 | Autonomous DrivingAutonomous Navigation | —Unverified | 0 |
| Reinforcement Learning based Sequential Batch-sampling for Bayesian Optimal Experimental Design | Dec 21, 2021 | Deep Reinforcement LearningExperimental Design | —Unverified | 0 |
| Reinforcement Learning Based Vehicle-cell Association Algorithm for Highly Mobile Millimeter Wave Communication | Jan 22, 2020 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Reinforcement Learning-Driven Plant-Wide Refinery Planning Using Model Decomposition | Apr 11, 2025 | Computational EfficiencyDeep Reinforcement Learning | —Unverified | 0 |
| Reinforcement-Learning-Enabled Beam Alignment for Water-Air Direct Optical Wireless Communications | Sep 5, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| Reinforcement Learning for Adaptive Mesh Refinement | Mar 1, 2021 | Deep Reinforcement LearningInductive Bias | —Unverified | 0 |
| Reinforcement Learning for Admission Control in Wireless Virtual Network Embedding | Oct 4, 2021 | Deep Reinforcement LearningNetwork Embedding | —Unverified | 0 |
| Reinforcement Learning for Agile Active Target Sensing with a UAV | Dec 16, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Reinforcement Learning for Autonomous Driving with Latent State Inference and Spatial-Temporal Relationships | Nov 9, 2020 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Reinforcement Learning for Battery Energy Storage Dispatch augmented with Model-based Optimizer | Sep 2, 2021 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Reinforcement Learning for Beam Pattern Design in Millimeter Wave and Massive MIMO Systems | Feb 18, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Reinforcement Learning for Finite Space Mean-Field Type Games | Sep 25, 2024 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Reinforcement Learning for Hanabi | May 31, 2025 | Card GamesDeep Reinforcement Learning | —Unverified | 0 |
| Reinforcement Learning for Industrial Control Network Cyber Security Orchestration | Jun 9, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
