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| Risk-Averse Reinforcement Learning: An Optimal Transport Perspective on Temporal Difference Learning | Feb 22, 2025 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Learning to explore when mistakes are not allowed | Feb 19, 2025 | Safe ExplorationSafe Reinforcement Learning | —Unverified | 0 |
| Safe Reinforcement Learning-based Control for Hydrogen Diesel Dual-Fuel Engines | Feb 13, 2025 | Model Predictive ControlReinforcement Learning (RL) | —Unverified | 0 |
| DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems | Jan 30, 2025 | Autonomous DrivingImitation Learning | —Unverified | 0 |
| Safe Reinforcement Learning for Real-World Engine Control | Jan 28, 2025 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Safe Reinforcement Learning with Minimal Supervision | Jan 8, 2025 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Safe Multiagent Coordination via Entropic Exploration | Dec 29, 2024 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Constraint-Adaptive Policy Switching for Offline Safe Reinforcement Learning | Dec 25, 2024 | Decision MakingOffline RL | CodeCode Available | 1 |
| Offline Safe Reinforcement Learning Using Trajectory Classification | Dec 19, 2024 | Classificationreinforcement-learning | CodeCode Available | 0 |