| Robust Deep Reinforcement Learning for Volt-VAR Optimization in Active Distribution System under Uncertainty | Sep 27, 2024 | Conformal PredictionDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Robust Deep Reinforcement Learning in Robotics via Adaptive Gradient-Masked Adversarial Attacks | Mar 26, 2025 | Adversarial AttackAdversarial Defense | —Unverified | 0 | 0 |
| Robust Deep Reinforcement Learning Through Adversarial Attacks and Training : A Survey | Mar 1, 2024 | Adversarial AttackDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Robust Deep Reinforcement Learning with Adversarial Attacks | Dec 11, 2017 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 | 0 |
| Robust Deterministic Policy Gradient for Disturbance Attenuation and Its Application to Quadrotor Control | Feb 28, 2025 | Deep Reinforcement Learning | —Unverified | 0 | 0 |
| Robust Driving Policy Learning with Guided Meta Reinforcement Learning | Jul 19, 2023 | Autonomous NavigationDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Robust Dual View Deep Agent | Apr 13, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Robust High-speed Running for Quadruped Robots via Deep Reinforcement Learning | Mar 11, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Robustifying a Policy in Multi-Agent RL with Diverse Cooperative Behaviors and Adversarial Style Sampling for Assistive Tasks | Mar 1, 2024 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Robustifying Reinforcement Learning Agents via Action Space Adversarial Training | Jul 14, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Robust Longitudinal Control for Vehicular Autonomous Platoons Using Deep Reinforcement Learning | May 31, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Robust Multi-Modal Policies for Industrial Assembly via Reinforcement Learning and Demonstrations: A Large-Scale Study | Mar 21, 2021 | Deep Reinforcement Learning | —Unverified | 0 | 0 |
| Robust N-1 secure HV Grid Flexibility Estimation for TSO-DSO coordinated Congestion Management with Deep Reinforcement Learning | Nov 10, 2022 | Computational EfficiencyDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Robustness Evaluation of Offline Reinforcement Learning for Robot Control Against Action Perturbations | Dec 25, 2024 | Deep Reinforcement LearningOpenAI Gym | —Unverified | 0 | 0 |
| Robustness Verification of Deep Reinforcement Learning Based Control Systems using Reward Martingales | Dec 15, 2023 | Deep Reinforcement Learning | —Unverified | 0 | 0 |
| Robust Network Slicing: Multi-Agent Policies, Adversarial Attacks, and Defensive Strategies | Nov 19, 2023 | Deep Reinforcement Learning | —Unverified | 0 | 0 |
| Robust Path Following on Rivers Using Bootstrapped Reinforcement Learning | Mar 24, 2023 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 | 0 |
| Robust Path Selection in Software-defined WANs using Deep Reinforcement Learning | Dec 21, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Robust Quadruped Jumping via Deep Reinforcement Learning | Nov 13, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Robust Recovery Controller for a Quadrupedal Robot using Deep Reinforcement Learning | Jan 22, 2019 | Deep Reinforcement LearningNavigate | —Unverified | 0 | 0 |
| Robust Reinforcement Learning-based Autonomous Driving Agent for Simulation and Real World | Sep 23, 2020 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Robust Reinforcement Learning for Autonomous Driving | Mar 16, 2019 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Robust Reinforcement Learning via Genetic Curriculum | Feb 17, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Restless and Uncertain: Robust Policies for Restless Bandits via Deep Multi-Agent Reinforcement Learning | Jul 4, 2021 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 | 0 |
| Robust Secrecy via Aerial Reflection and Jamming: Joint Optimization of Deployment and Transmission | Feb 28, 2023 | Deep Reinforcement Learning | —Unverified | 0 | 0 |
| Robust Training for Conversational Question Answering Models with Reinforced Reformulation Generation | Oct 20, 2023 | Conversational Question AnsweringDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Roll-Drop: accounting for observation noise with a single parameter | Apr 25, 2023 | Deep Reinforcement Learning | —Unverified | 0 | 0 |
| Romanus: Robust Task Offloading in Modular Multi-Sensor Autonomous Driving Systems | Jul 18, 2022 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| RoMFAC: A robust mean-field actor-critic reinforcement learning against adversarial perturbations on states | May 15, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| ROS-HPL: Robotic Object Search with Hierarchical Policy Learning and Intrinsic-Extrinsic Modeling | Sep 25, 2019 | Deep Reinforcement LearningObject | —Unverified | 0 | 0 |
| Routing algorithms as tools for integrating social distancing with emergency evacuation | Mar 5, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Routing and Placement of Macros using Deep Reinforcement Learning | May 19, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| rQdia: Regularizing Q-Value Distributions With Image Augmentation | Jun 26, 2025 | continuous-controlContinuous Control | —Unverified | 0 | 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 | 0 |
| Rule-Guided Reinforcement Learning Policy Evaluation and Improvement | Mar 12, 2025 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 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 | 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 | 0 |
| Safe deep reinforcement learning-based constrained optimal control scheme for active distribution networks | Apr 15, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Safe Deep Reinforcement Learning by Verifying Task-Level Properties | Feb 20, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Safe Deep RL for Intraoperative Planning of Pedicle Screw Placement | May 9, 2023 | AnatomyDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Safe, Efficient, Comfort, and Energy-saving Automated Driving through Roundabout Based on Deep Reinforcement Learning | Jun 20, 2023 | Deep Reinforcement Learning | —Unverified | 0 | 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 | 0 |
| Safe Imitation Learning-based Optimal Energy Storage Systems Dispatch in Distribution Networks | Nov 1, 2024 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 | 0 |
| Safe Load Balancing in Software-Defined-Networking | Oct 22, 2024 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 | 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 | 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 | 0 |
| Safe, Multi-Agent, Reinforcement Learning for Autonomous Driving | Oct 11, 2016 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Safer Deep RL with Shallow MCTS: A Case Study in Pommerman | Apr 10, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Safe Reinforcement Learning through Meta-learned Instincts | May 6, 2020 | Deep Reinforcement LearningMeta-Learning | —Unverified | 0 | 0 |
| SafeSlice: Enabling SLA-Compliant O-RAN Slicing via Safe Deep Reinforcement Learning | Mar 17, 2025 | Deep Reinforcement Learning | —Unverified | 0 | 0 |