| Offline Inverse Constrained Reinforcement Learning for Safe-Critical Decision Making in Healthcare | Oct 10, 2024 | Common Sense ReasoningData Augmentation | —Unverified | 0 |
| The Smart Buildings Control Suite: A Diverse Open Source Benchmark to Evaluate and Scale HVAC Control Policies for Sustainability | Oct 2, 2024 | Model Predictive ControlOffline RL | —Unverified | 0 |
| ComaDICE: Offline Cooperative Multi-Agent Reinforcement Learning with Stationary Distribution Shift Regularization | Oct 2, 2024 | MuJoCoMulti-agent Reinforcement Learning | —Unverified | 0 |
| OffRIPP: Offline RL-based Informative Path Planning | Sep 25, 2024 | Offline RLreinforcement-learning | —Unverified | 0 |
| Development and Validation of Heparin Dosing Policies Using an Offline Reinforcement Learning Algorithm | Sep 24, 2024 | Offline RLOff-policy evaluation | —Unverified | 0 |
| KAN v.s. MLP for Offline Reinforcement Learning | Sep 15, 2024 | D4RLKolmogorov-Arnold Networks | —Unverified | 0 |
| Q-value Regularized Decision ConvFormer for Offline Reinforcement Learning | Sep 12, 2024 | D4RLOffline RL | —Unverified | 0 |
| The Role of Deep Learning Regularizations on Actors in Offline RL | Sep 11, 2024 | D4RLOffline RL | CodeCode Available | 0 |
| Enhancing Cross-domain Pre-Trained Decision Transformers with Adaptive Attention | Sep 11, 2024 | Offline RL | —Unverified | 0 |
| Tractable Offline Learning of Regular Decision Processes | Sep 4, 2024 | Offline RLReinforcement Learning (RL) | —Unverified | 0 |
