| Romanus: Robust Task Offloading in Modular Multi-Sensor Autonomous Driving Systems | Jul 18, 2022 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| RoMFAC: A robust mean-field actor-critic reinforcement learning against adversarial perturbations on states | May 15, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| ROS-HPL: Robotic Object Search with Hierarchical Policy Learning and Intrinsic-Extrinsic Modeling | Sep 25, 2019 | Deep Reinforcement LearningObject | —Unverified | 0 |
| Routing algorithms as tools for integrating social distancing with emergency evacuation | Mar 5, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Routing and Placement of Macros using Deep Reinforcement Learning | May 19, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| rQdia: Regularizing Q-Value Distributions With Image Augmentation | Jun 26, 2025 | continuous-controlContinuous Control | —Unverified | 0 |
| Rule-Bottleneck Reinforcement Learning: Joint Explanation and Decision Optimization for Resource Allocation with Language Agents | Feb 15, 2025 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Rule-Guided Reinforcement Learning Policy Evaluation and Improvement | Mar 12, 2025 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Safe and Economical UAV Trajectory Planning in Low-Altitude Airspace: A Hybrid DRL-LLM Approach with Compliance Awareness | Jun 10, 2025 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 |
| Efficient and Generalized end-to-end Autonomous Driving System with Latent Deep Reinforcement Learning and Demonstrations | Jan 22, 2024 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Safe deep reinforcement learning-based constrained optimal control scheme for active distribution networks | Apr 15, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Safe Deep Reinforcement Learning by Verifying Task-Level Properties | Feb 20, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Safe Deep RL for Intraoperative Planning of Pedicle Screw Placement | May 9, 2023 | AnatomyDeep Reinforcement Learning | —Unverified | 0 |
| Safe, Efficient, Comfort, and Energy-saving Automated Driving through Roundabout Based on Deep Reinforcement Learning | Jun 20, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Safe-FinRL: A Low Bias and Variance Deep Reinforcement Learning Implementation for High-Freq Stock Trading | Jun 13, 2022 | Deep Reinforcement LearningTime Series | —Unverified | 0 |
| Safe Imitation Learning-based Optimal Energy Storage Systems Dispatch in Distribution Networks | Nov 1, 2024 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Safe Load Balancing in Software-Defined-Networking | Oct 22, 2024 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| Safe Model-based Off-policy Reinforcement Learning for Eco-Driving in Connected and Automated Hybrid Electric Vehicles | May 25, 2021 | Deep Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Safe multi-agent deep reinforcement learning for joint bidding and maintenance scheduling of generation units | Dec 20, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Safe, Multi-Agent, Reinforcement Learning for Autonomous Driving | Oct 11, 2016 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Safer Deep RL with Shallow MCTS: A Case Study in Pommerman | Apr 10, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Safe Reinforcement Learning through Meta-learned Instincts | May 6, 2020 | Deep Reinforcement LearningMeta-Learning | —Unverified | 0 |
| SafeSlice: Enabling SLA-Compliant O-RAN Slicing via Safe Deep Reinforcement Learning | Mar 17, 2025 | Deep Reinforcement Learning | —Unverified | 0 |
| Safety-Critical Scenario Generation Via Reinforcement Learning Based Editing | Jun 25, 2023 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Safety Enhancement for Deep Reinforcement Learning in Autonomous Separation Assurance | May 5, 2021 | Data AugmentationDeep Reinforcement Learning | —Unverified | 0 |
