| Reinforcement Learning from Human Feedback with High-Confidence Safety Constraints | Jun 9, 2025 | Safe Reinforcement Learning | CodeCode Available | 0 | 5 |
| ROSARL: Reward-Only Safe Reinforcement Learning | May 31, 2023 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| A Lyapunov-based Approach to Safe Reinforcement Learning | May 20, 2018 | Decision Makingreinforcement-learning | CodeCode Available | 0 | 5 |
| Constrained Policy Optimization | May 30, 2017 | Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| Real-world validation of safe reinforcement learning, model predictive control and decision tree-based home energy management systems | Aug 14, 2024 | energy managementManagement | CodeCode Available | 0 | 5 |
| Explainable and Safe Reinforcement Learning for Autonomous Air Mobility | Nov 24, 2022 | Adversarial AttackDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Offline Safe Reinforcement Learning Using Trajectory Classification | Dec 19, 2024 | Classificationreinforcement-learning | CodeCode Available | 0 | 5 |
| Marvel: Accelerating Safe Online Reinforcement Learning with Finetuned Offline Policy | Dec 5, 2024 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 | 5 |
| Approximate Model-Based Shielding for Safe Reinforcement Learning | Jul 27, 2023 | Atari Gamesmodel | CodeCode Available | 0 | 5 |
| End-to-End Safe Reinforcement Learning through Barrier Functions for Safety-Critical Continuous Control Tasks | Mar 21, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
