| Feasible Policy Iteration for Safe Reinforcement Learning | Apr 18, 2023 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| An adaptive safety layer with hard constraints for safe reinforcement learning in multi-energy management systems | Apr 18, 2023 | energy managementManagement | —Unverified | 0 |
| Stable and Safe Reinforcement Learning via a Barrier-Lyapunov Actor-Critic Approach | Apr 8, 2023 | Reinforcement Learning (RL)Safe Reinforcement Learning | CodeCode Available | 1 |
| A Multiplicative Value Function for Safe and Efficient Reinforcement Learning | Mar 7, 2023 | Navigatereinforcement-learning | CodeCode Available | 1 |
| Safe Reinforcement Learning via Probabilistic Logic Shields | Mar 6, 2023 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| On Bellman's principle of optimality and Reinforcement learning for safety-constrained Markov decision process | Feb 25, 2023 | Q-Learningreinforcement-learning | —Unverified | 0 |
| Constrained Decision Transformer for Offline Safe Reinforcement Learning | Feb 14, 2023 | reinforcement-learningReinforcement Learning | CodeCode Available | 2 |
| Provably Safe Reinforcement Learning with Step-wise Violation Constraints | Feb 13, 2023 | Autonomous Drivingreinforcement-learning | —Unverified | 0 |
| A Near-Optimal Algorithm for Safe Reinforcement Learning Under Instantaneous Hard Constraints | Feb 8, 2023 | reinforcement-learningReinforcement Learning (RL) | —Unverified | 0 |
| Adaptive Aggregation for Safety-Critical Control | Feb 7, 2023 | reinforcement-learningReinforcement Learning | —Unverified | 0 |