| You Can't Count on Luck: Why Decision Transformers and RvS Fail in Stochastic Environments | May 31, 2022 | Offline RLPlaying the Game of 2048 | —Unverified | 0 | 0 |
| You Only Evaluate Once: a Simple Baseline Algorithm for Offline RL | Oct 5, 2021 | D4RLOffline RL | —Unverified | 0 | 0 |
| Your Offline Policy is Not Trustworthy: Bilevel Reinforcement Learning for Sequential Portfolio Optimization | May 19, 2025 | Offline RLPortfolio Optimization | —Unverified | 0 | 0 |
| PEARL: Zero-shot Cross-task Preference Alignment and Robust Reward Learning for Robotic Manipulation | Jun 6, 2023 | Offline RLReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Prior-Guided Diffusion Planning for Offline Reinforcement Learning | May 16, 2025 | Decision MakingDenoising | —Unverified | 0 | 0 |
| How to Provably Improve Return Conditioned Supervised Learning? | Jun 10, 2025 | Decision MakingOffline RL | —Unverified | 0 | 0 |
| Accelerating Diffusion Models in Offline RL via Reward-Aware Consistency Trajectory Distillation | Jun 9, 2025 | Decision MakingMuJoCo | —Unverified | 0 | 0 |
| Accelerating Offline Reinforcement Learning Application in Real-Time Bidding and Recommendation: Potential Use of Simulation | Sep 17, 2021 | Decision MakingOffline RL | —Unverified | 0 | 0 |
| Achieving Fairness in Multi-Agent Markov Decision Processes Using Reinforcement Learning | Jun 1, 2023 | FairnessOffline RL | —Unverified | 0 | 0 |
| A Conservative Q-Learning approach for handling distribution shift in sepsis treatment strategies | Mar 25, 2022 | Deep Reinforcement LearningOffline RL | —Unverified | 0 | 0 |
