| Racing Towards Reinforcement Learning based control of an Autonomous Formula SAE Car | Aug 24, 2023 | Autonomous NavigationDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Rack Position Optimization in Large-Scale Heterogeneous Data Centers | Mar 31, 2025 | Deep Reinforcement LearningManagement | —Unverified | 0 | 0 |
| Randomized Policy Learning for Continuous State and Action MDPs | Jun 8, 2020 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Random Latent Exploration for Deep Reinforcement Learning | Jul 18, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Random Network Distillation Based Deep Reinforcement Learning for AGV Path Planning | Apr 19, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Rapid Open-World Adaptation by Adaptation Principles Learning | Dec 18, 2023 | Deep Reinforcement Learning | —Unverified | 0 | 0 |
| RAPID-RL: A Reconfigurable Architecture with Preemptive-Exits for Efficient Deep-Reinforcement Learning | Sep 16, 2021 | Deep Reinforcement LearningDrone navigation | —Unverified | 0 | 0 |
| RARE: Renewable Energy Aware Resource Management in Datacenters | Nov 10, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 | 0 |
| RAT: Adversarial Attacks on Deep Reinforcement Agents for Targeted Behaviors | Dec 14, 2024 | Adversarial AttackDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Rating Continuous Actions in Spatial Multi-Agent Problems | May 1, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Ray Interference: a Source of Plateaus in Deep Reinforcement Learning | Apr 25, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| RCsearcher: Reaction Center Identification in Retrosynthesis via Deep Q-Learning | Jan 28, 2023 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 | 0 |
| Reachability Verification Based Reliability Assessment for Deep Reinforcement Learning Controlled Robotics and Autonomous Systems | Oct 26, 2022 | Deep Reinforcement Learning | —Unverified | 0 | 0 |
| ReACT: Reinforcement Learning for Controller Parametrization using B-Spline Geometries | Jan 10, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Real2Sim or Sim2Real: Robotics Visual Insertion using Deep Reinforcement Learning and Real2Sim Policy Adaptation | Jun 6, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Realistic Counterfactual Explanations for Machine Learning-Controlled Mobile Robots using 2D LiDAR | May 11, 2025 | counterfactualDecision Making | —Unverified | 0 | 0 |
| Realizable Continuous-Space Shields for Safe Reinforcement Learning | Oct 2, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Realizing Learned Quadruped Locomotion Behaviors through Kinematic Motion Primitives | Oct 9, 2018 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 | 0 |
| Real-time Active Vision for a Humanoid Soccer Robot Using Deep Reinforcement Learning | Nov 27, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 | 0 |
| Real-time Cooperative Vehicle Coordination at Unsignalized Road Intersections | May 3, 2022 | Deep Reinforcement Learning | —Unverified | 0 | 0 |
| Real-Time Integrated Dispatching and Idle Fleet Steering with Deep Reinforcement Learning for A Meal Delivery Platform | Jan 10, 2025 | Deep Reinforcement LearningFairness | —Unverified | 0 | 0 |
| Real-time Local Feature with Global Visual Information Enhancement | Nov 20, 2022 | Computational EfficiencyDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Real-Time Model Calibration with Deep Reinforcement Learning | Jun 7, 2020 | Deep Reinforcement Learningmodel | —Unverified | 0 | 0 |
| Real-Time Model-Free Deep Reinforcement Learning for Force Control of a Series Elastic Actuator | Apr 11, 2023 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Real-time Monitoring and Analysis of Track and Field Athletes Based on Edge Computing and Deep Reinforcement Learning Algorithm | Nov 11, 2024 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Real-time Policy Distillation in Deep Reinforcement Learning | Dec 29, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Real-World Fluid Directed Rigid Body Control via Deep Reinforcement Learning | Feb 8, 2024 | Deep Reinforcement LearningOffline RL | —Unverified | 0 | 0 |
| Real-World Human-Robot Collaborative Reinforcement Learning | Mar 2, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Real-world Ride-hailing Vehicle Repositioning using Deep Reinforcement Learning | Mar 8, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| ReaPER: Improving Sample Efficiency in Model-Based Latent Imagination | Jan 1, 2021 | Deep Reinforcement Learning | —Unverified | 0 | 0 |
| Rearrangement with Nonprehensile Manipulation Using Deep Reinforcement Learning | Mar 15, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Reclaimer: A Reinforcement Learning Approach to Dynamic Resource Allocation for Cloud Microservices | Apr 17, 2023 | CPUDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Recommendations with Negative Feedback via Pairwise Deep Reinforcement Learning | Feb 19, 2018 | Deep Reinforcement LearningRecommendation Systems | —Unverified | 0 | 0 |
| Reconfigurable Intelligent Surface Enabled Vehicular Communication: Joint User Scheduling and Passive Beamforming | Jan 28, 2021 | Deep Reinforcement LearningScheduling | —Unverified | 0 | 0 |
| Recurrent Auto-Encoders for Enhanced Deep Reinforcement Learning in Wilderness Search and Rescue Planning | Feb 26, 2025 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Recurrent Control Nets for Deep Reinforcement Learning | Jan 6, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Recursive Least Squares Advantage Actor-Critic Algorithms | Jan 15, 2022 | Computational Efficiencycontinuous-control | —Unverified | 0 | 0 |
| Reduce Computational Cost In Deep Reinforcement Learning Via Randomized Policy Learning | May 25, 2025 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Reduced Order Modeling of a MOOSE-based Advanced Manufacturing Model with Operator Learning | Aug 18, 2023 | Deep Reinforcement LearningOperator learning | —Unverified | 0 | 0 |
| Reducing Action Space: Reference-Model-Assisted Deep Reinforcement Learning for Inverter-based Volt-Var Control | Oct 10, 2022 | Deep Reinforcement Learning | —Unverified | 0 | 0 |
| WD3: Taming the Estimation Bias in Deep Reinforcement Learning | Jun 18, 2020 | continuous-controlContinuous Control | —Unverified | 0 | 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 | 0 |
| REFUEL: Exploring Sparse Features in Deep Reinforcement Learning for Fast Disease Diagnosis | Dec 1, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Refutation of Spectral Graph Theory Conjectures with Search Algorithms) | Sep 27, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Reinforced Genetic Algorithm Learning for Optimizing Computation Graphs | May 7, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Regret-Optimized Portfolio Enhancement through Deep Reinforcement Learning and Future Looking Rewards | Feb 4, 2025 | Deep Reinforcement Learning | —Unverified | 0 | 0 |
| Regularization of the policy updates for stabilizing Mean Field Games | Apr 4, 2023 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 | 0 |
| Regularizing Action Policies for Smooth Control with Reinforcement Learning | Dec 11, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| REIN-2: Giving Birth to Prepared Reinforcement Learning Agents Using Reinforcement Learning Agents | Oct 11, 2021 | Deep Reinforcement LearningMeta-Learning | —Unverified | 0 | 0 |
| Reinforced Approximate Exploratory Data Analysis | Dec 12, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 | 0 |