| Causal Temporal Reasoning for Markov Decision Processes | Dec 16, 2022 | counterfactualCounterfactual Reasoning | —Unverified | 0 | 0 |
| Towards Optimal Head-to-head Autonomous Racing with Curriculum Reinforcement Learning | Aug 25, 2023 | Autonomous RacingFriction | —Unverified | 0 | 0 |
| Towards Physically Safe Reinforcement Learning under Supervision | Jan 19, 2019 | OpenAI Gymreinforcement-learning | —Unverified | 0 | 0 |
| TraCeS: Trajectory Based Credit Assignment From Sparse Safety Feedback | Apr 17, 2025 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| TRC: Trust Region Conditional Value at Risk for Safe Reinforcement Learning | Dec 1, 2023 | reinforcement-learningSafe Reinforcement Learning | —Unverified | 0 | 0 |
| Uncertainty Decomposition in Bayesian Neural Networks with Latent Variables | Jun 26, 2017 | Active Learningreinforcement-learning | —Unverified | 0 | 0 |
| Virtuously Safe Reinforcement Learning | May 29, 2018 | reinforcement-learningReinforcement Learning | —Unverified | 0 | 0 |
| Ablation Study of How Run Time Assurance Impacts the Training and Performance of Reinforcement Learning Agents | Jul 8, 2022 | reinforcement-learningReinforcement Learning | —Unverified | 0 | 0 |
| Accelerated Primal-Dual Policy Optimization for Safe Reinforcement Learning | Feb 19, 2018 | reinforcement-learningReinforcement Learning | —Unverified | 0 | 0 |
| Accelerating Safe Reinforcement Learning with Constraint-mismatched Policies | Jun 20, 2020 | Fairnessreinforcement-learning | —Unverified | 0 | 0 |
| A CMDP-within-online framework for Meta-Safe Reinforcement Learning | May 26, 2024 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 | 0 |
| A Contact-Safe Reinforcement Learning Framework for Contact-Rich Robot Manipulation | Jul 27, 2022 | reinforcement-learningReinforcement Learning | —Unverified | 0 | 0 |
| A Critical Review of Safe Reinforcement Learning Techniques in Smart Grid Applications | Sep 24, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Adaptive Aggregation for Safety-Critical Control | Feb 7, 2023 | reinforcement-learningReinforcement Learning | —Unverified | 0 | 0 |
| Adaptive Primal-Dual Method for Safe Reinforcement Learning | Feb 1, 2024 | reinforcement-learningReinforcement Learning | —Unverified | 0 | 0 |
| Adaptive Safe Reinforcement Learning-Enabled Optimization of Battery Fast-Charging Protocols | Jun 18, 2024 | Reinforcement Learning (RL)Safe Reinforcement Learning | —Unverified | 0 | 0 |
| A Near-Optimal Algorithm for Safe Reinforcement Learning Under Instantaneous Hard Constraints | Feb 8, 2023 | reinforcement-learningReinforcement Learning (RL) | —Unverified | 0 | 0 |
| A Near-Optimal Primal-Dual Method for Off-Policy Learning in CMDP | Jul 13, 2022 | Safe Reinforcement Learning | —Unverified | 0 | 0 |
| Anomalous State Sequence Modeling to Enhance Safety in Reinforcement Learning | Jul 29, 2024 | Anomaly DetectionBenchmarking | —Unverified | 0 | 0 |
| Anytime Safe Reinforcement Learning | Apr 23, 2025 | reinforcement-learningReinforcement Learning | —Unverified | 0 | 0 |
| A Primal Approach to Constrained Policy Optimization: Global Optimality and Finite-Time Analysis | Sep 28, 2020 | Safe Reinforcement Learning | —Unverified | 0 | 0 |
| CRPO: A New Approach for Safe Reinforcement Learning with Convergence Guarantee | Nov 11, 2020 | reinforcement-learningReinforcement Learning (RL) | —Unverified | 0 | 0 |
| A Provable Approach for End-to-End Safe Reinforcement Learning | May 28, 2025 | Gaussian ProcessesReinforcement Learning (RL) | —Unverified | 0 | 0 |
| A Review of Safe Reinforcement Learning Methods for Modern Power Systems | Jun 29, 2024 | energy managementReinforcement Learning (RL) | —Unverified | 0 | 0 |
| A Safe Reinforcement Learning Algorithm for Supervisory Control of Power Plants | Jan 23, 2024 | reinforcement-learningReinforcement Learning (RL) | —Unverified | 0 | 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 | 0 |
| Safe Model-Based Reinforcement Learning for Systems with Parametric Uncertainties | Jul 24, 2020 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| A Safety Modulator Actor-Critic Method in Model-Free Safe Reinforcement Learning and Application in UAV Hovering | Oct 9, 2024 | Reinforcement Learning (RL)Safe Reinforcement Learning | —Unverified | 0 | 0 |
| A Survey of Constraint Formulations in Safe Reinforcement Learning | Feb 3, 2024 | Diversityreinforcement-learning | —Unverified | 0 | 0 |
| Augmented Lagrangian-Based Safe Reinforcement Learning Approach for Distribution System Volt/VAR Control | Oct 19, 2024 | Reinforcement Learning (RL)Safe Reinforcement Learning | —Unverified | 0 | 0 |
| Automatic Exploration Process Adjustment for Safe Reinforcement Learning with Joint Chance Constraint Satisfaction | Mar 5, 2021 | Decision MakingObject | —Unverified | 0 | 0 |
| Autonomous Driving using Safe Reinforcement Learning by Incorporating a Regret-based Human Lane-Changing Decision Model | Oct 10, 2019 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 | 0 |
| Barrier Function-based Safe Reinforcement Learning for Emergency Control of Power Systems | Mar 26, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Benchmarking Safe Deep Reinforcement Learning in Aquatic Navigation | Dec 16, 2021 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Bresa: Bio-inspired Reflexive Safe Reinforcement Learning for Contact-Rich Robotic Tasks | Mar 27, 2025 | Reinforcement Learning (RL)Safe Exploration | —Unverified | 0 | 0 |
| Bridging the gap between Learning-to-plan, Motion Primitives and Safe Reinforcement Learning | Aug 26, 2024 | reinforcement-learningReinforcement Learning | —Unverified | 0 | 0 |
| Cancellation-Free Regret Bounds for Lagrangian Approaches in Constrained Markov Decision Processes | Jun 12, 2023 | Safe Reinforcement Learning | —Unverified | 0 | 0 |
| Case Study: Verifying the Safety of an Autonomous Racing Car with a Neural Network Controller | Oct 24, 2019 | Autonomous Racingreinforcement-learning | —Unverified | 0 | 0 |
| CIMRL: Combining IMitation and Reinforcement Learning for Safe Autonomous Driving | Jun 13, 2024 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 | 0 |
| Computationally Efficient Safe Reinforcement Learning for Power Systems | Oct 20, 2021 | Model Predictive Controlreinforcement-learning | —Unverified | 0 | 0 |
| Constrained Cross-Entropy Method for Safe Reinforcement Learning | Dec 1, 2018 | reinforcement-learningReinforcement Learning | —Unverified | 0 | 0 |
| Constraint-Conditioned Policy Optimization for Versatile Safe Reinforcement Learning | Oct 5, 2023 | reinforcement-learningReinforcement Learning | —Unverified | 0 | 0 |
| Context-Aware Safe Reinforcement Learning for Non-Stationary Environments | Jan 2, 2021 | Meta-Learningreinforcement-learning | —Unverified | 0 | 0 |
| Contingency-constrained economic dispatch with safe reinforcement learning | May 12, 2022 | Computational Efficiencyreinforcement-learning | —Unverified | 0 | 0 |
| Control invariant set enhanced safe reinforcement learning: improved sampling efficiency, guaranteed stability and robustness | May 24, 2023 | Reinforcement Learning (RL)Safe Reinforcement Learning | —Unverified | 0 | 0 |
| Coordinated Frequency Control through Safe Reinforcement Learning | Jan 30, 2022 | AI AgentDecision Making | —Unverified | 0 | 0 |
| Data Generation Method for Learning a Low-dimensional Safe Region in Safe Reinforcement Learning | Sep 10, 2021 | reinforcement-learningReinforcement Learning | —Unverified | 0 | 0 |
| Decentralized Safe Reinforcement Learning for Voltage Control | Oct 3, 2021 | reinforcement-learningReinforcement Learning | —Unverified | 0 | 0 |
| Designing Control Barrier Function via Probabilistic Enumeration for Safe Reinforcement Learning Navigation | Apr 30, 2025 | Autonomous NavigationSafe Reinforcement Learning | —Unverified | 0 | 0 |
| DESTA: A Framework for Safe Reinforcement Learning with Markov Games of Intervention | Oct 27, 2021 | OpenAI Gymreinforcement-learning | —Unverified | 0 | 0 |
