| Data-Efficient Reinforcement Learning with Probabilistic Model Predictive Control | Jun 20, 2017 | Gaussian ProcessesModel Predictive Control | CodeCode Available | 0 | 5 |
| CUP: A Conservative Update Policy Algorithm for Safe Reinforcement Learning | Feb 15, 2022 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 | 5 |
| Risk-Averse Reinforcement Learning: An Optimal Transport Perspective on Temporal Difference Learning | Feb 22, 2025 | Decision Makingreinforcement-learning | CodeCode Available | 0 | 5 |
| Safe Multi-Agent Navigation guided by Goal-Conditioned Safe Reinforcement Learning | Feb 25, 2025 | BenchmarkingReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| Convergent Policy Optimization for Safe Reinforcement Learning | Oct 26, 2019 | Multi-agent Reinforcement Learningreinforcement-learning | 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 |
| Reinforcement Learning from Human Feedback with High-Confidence Safety Constraints | Jun 9, 2025 | Safe Reinforcement Learning | CodeCode Available | 0 | 5 |
| A Lyapunov-based Approach to Safe Reinforcement Learning | May 20, 2018 | Decision Makingreinforcement-learning | CodeCode Available | 0 | 5 |
| Probabilistic Constrained Reinforcement Learning with Formal Interpretability | Jul 13, 2023 | Decision Makingreinforcement-learning | CodeCode Available | 0 | 5 |
| Constrained Policy Optimization | May 30, 2017 | Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
