| OASIS: Conditional Distribution Shaping for Offline Safe Reinforcement Learning | Jul 19, 2024 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 |
| Transductive Active Learning with Application to Safe Bayesian Optimization | Jul 12, 2024 | Active LearningBayesian Optimization | CodeCode Available | 1 |
| CommonPower: A Framework for Safe Data-Driven Smart Grid Control | Jun 5, 2024 | Benchmarkingenergy management | CodeCode Available | 1 |
| Feasibility Consistent Representation Learning for Safe Reinforcement Learning | May 20, 2024 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 |
| Policy Bifurcation in Safe Reinforcement Learning | Mar 19, 2024 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 |
| Sampling-based Safe Reinforcement Learning for Nonlinear Dynamical Systems | Mar 6, 2024 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 |
| Stable and Safe Human-aligned Reinforcement Learning through Neural Ordinary Differential Equations | Jan 23, 2024 | Reinforcement Learning (RL)Safe Reinforcement Learning | CodeCode Available | 1 |
| Enhancing System-Level Safety in Mixed-Autonomy Platoon via Safe Reinforcement Learning | Jan 20, 2024 | Autonomous DrivingCollision Avoidance | CodeCode Available | 1 |
| State-Wise Safe Reinforcement Learning With Pixel Observations | Nov 3, 2023 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 |
| Hierarchical Framework for Interpretable and Probabilistic Model-Based Safe Reinforcement Learning | Oct 28, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
