| A Multiplicative Value Function for Safe and Efficient Reinforcement Learning | Mar 7, 2023 | Navigatereinforcement-learning | CodeCode Available | 1 | 5 |
| OASIS: Conditional Distribution Shaping for Offline Safe Reinforcement Learning | Jul 19, 2024 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 | 5 |
| Model-based Safe Deep Reinforcement Learning via a Constrained Proximal Policy Optimization Algorithm | Oct 14, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Constrained Model-based Reinforcement Learning with Robust Cross-Entropy Method | Oct 15, 2020 | Model-based Reinforcement LearningModel Predictive Control | CodeCode Available | 1 | 5 |
| Sampling-based Safe Reinforcement Learning for Nonlinear Dynamical Systems | Mar 6, 2024 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 | 5 |
| Policy Bifurcation in Safe Reinforcement Learning | Mar 19, 2024 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 | 5 |
| Reachability Constrained Reinforcement Learning | May 16, 2022 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 | 5 |
| 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 |
| 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 |
