| Verified Safe Reinforcement Learning for Neural Network Dynamic Models | May 25, 2024 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| Dynamic Model Predictive Shielding for Provably Safe Reinforcement Learning | May 22, 2024 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Do No Harm: A Counterfactual Approach to Safe Reinforcement Learning | May 19, 2024 | counterfactualFriction | —Unverified | 0 |
| Safe Reinforcement Learning with Learned Non-Markovian Safety Constraints | May 5, 2024 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Implicit Safe Set Algorithm for Provably Safe Reinforcement Learning | May 4, 2024 | continuous-controlContinuous Control | —Unverified | 0 |
| Learning Control Barrier Functions and their application in Reinforcement Learning: A Survey | Apr 22, 2024 | Lifelong learningreinforcement-learning | —Unverified | 0 |
| Safe Reinforcement Learning on the Constraint Manifold: Theory and Applications | Apr 13, 2024 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Long and Short-Term Constraints Driven Safe Reinforcement Learning for Autonomous Driving | Mar 27, 2024 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Safe Reinforcement Learning for Constrained Markov Decision Processes with Stochastic Stopping Time | Mar 23, 2024 | Efficient ExplorationSafe Reinforcement Learning | —Unverified | 0 |
| From Representational Harms to Quality-of-Service Harms: A Case Study on Llama 2 Safety Safeguards | Mar 20, 2024 | Safe Reinforcement Learning | CodeCode Available | 0 |
| Temporal Logic Specification-Conditioned Decision Transformer for Offline Safe Reinforcement Learning | Feb 27, 2024 | Reinforcement Learning (RL)Safe Reinforcement Learning | —Unverified | 0 |
| Safety Optimized Reinforcement Learning via Multi-Objective Policy Optimization | Feb 23, 2024 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Uniformly Safe RL with Objective Suppression for Multi-Constraint Safety-Critical Applications | Feb 23, 2024 | Autonomous Drivingreinforcement-learning | —Unverified | 0 |
| Provable Traffic Rule Compliance in Safe Reinforcement Learning on the Open Sea | Feb 13, 2024 | Autonomous VehiclesReinforcement Learning (RL) | —Unverified | 0 |
| Techno-Economic Modeling and Safe Operational Optimization of Multi-Network Constrained Integrated Community Energy Systems | Feb 8, 2024 | Safe Reinforcement Learning | —Unverified | 0 |
| A Safe Reinforcement Learning driven Weights-varying Model Predictive Control for Autonomous Vehicle Motion Control | Feb 4, 2024 | Bayesian OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| A Survey of Constraint Formulations in Safe Reinforcement Learning | Feb 3, 2024 | Diversityreinforcement-learning | —Unverified | 0 |
| Leveraging Approximate Model-based Shielding for Probabilistic Safety Guarantees in Continuous Environments | Feb 1, 2024 | Reinforcement Learning (RL)Safe Reinforcement Learning | CodeCode Available | 0 |
| Adaptive Primal-Dual Method for Safe Reinforcement Learning | Feb 1, 2024 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Safe Reinforcement Learning-Based Eco-Driving Control for Mixed Traffic Flows With Disturbances | Jan 31, 2024 | Reinforcement Learning (RL)Safe Reinforcement Learning | —Unverified | 0 |
| A Safe Reinforcement Learning Algorithm for Supervisory Control of Power Plants | Jan 23, 2024 | reinforcement-learningReinforcement Learning (RL) | —Unverified | 0 |
| Safe Reinforcement Learning with Free-form Natural Language Constraints and Pre-Trained Language Models | Jan 15, 2024 | FormReinforcement Learning (RL) | —Unverified | 0 |
| Safe reinforcement learning in uncertain contexts | Jan 11, 2024 | Multi-class Classificationreinforcement-learning | CodeCode Available | 0 |
| Long-term Safe Reinforcement Learning with Binary Feedback | Jan 8, 2024 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Gradient Shaping for Multi-Constraint Safe Reinforcement Learning | Dec 23, 2023 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
