| A Fully Data-Driven Approach for Realistic Traffic Signal Control Using Offline Reinforcement Learning | Nov 27, 2023 | Offline RLReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Align Your Intents: Offline Imitation Learning via Optimal Transport | Feb 20, 2024 | D4RLDecision Making | —Unverified | 0 | 0 |
| Task-Agnostic Learning to Accomplish New Tasks | Sep 9, 2022 | Imitation LearningOffline RL | —Unverified | 0 | 0 |
| Analytic Energy-Guided Policy Optimization for Offline Reinforcement Learning | May 3, 2025 | D4RLOffline RL | —Unverified | 0 | 0 |
| An Empirical Study of Implicit Regularization in Deep Offline RL | Jul 5, 2022 | Offline RL | —Unverified | 0 | 0 |
| An Offline Reinforcement Learning Algorithm Customized for Multi-Task Fusion in Large-Scale Recommender Systems | Apr 19, 2024 | Efficient ExplorationMulti-Task Learning | —Unverified | 0 | 0 |
| A Perspective of Q-value Estimation on Offline-to-Online Reinforcement Learning | Dec 12, 2023 | MuJoCoOffline RL | —Unverified | 0 | 0 |
| A Primal-Dual Algorithm for Offline Constrained Reinforcement Learning with Linear MDPs | Feb 7, 2024 | Offline RLReinforcement Learning (RL) | —Unverified | 0 | 0 |
| ARMOR: A Model-based Framework for Improving Arbitrary Baseline Policies with Offline Data | Nov 8, 2022 | Offline RL | —Unverified | 0 | 0 |
| A Simple Unified Uncertainty-Guided Framework for Offline-to-Online Reinforcement Learning | Jun 13, 2023 | D4RLEfficient Exploration | —Unverified | 0 | 0 |
