| Launchpad: Learning to Schedule Using Offline and Online RL Methods | Dec 1, 2022 | Deep Reinforcement LearningOffline RL | —Unverified | 0 |
| Representation Learning for Online and Offline RL in Low-rank MDPs | Oct 9, 2021 | Offline RLRepresentation Learning | —Unverified | 0 |
| Representation Learning in Deep RL via Discrete Information Bottleneck | Dec 28, 2022 | Offline RLReinforcement Learning (RL) | —Unverified | 0 |
| Representation Matters: Offline Pretraining for Sequential Decision Making | Feb 11, 2021 | Decision MakingImitation Learning | —Unverified | 0 |
| Resilient UAV Trajectory Planning via Few-Shot Meta-Offline Reinforcement Learning | Feb 3, 2025 | Meta-LearningOffline RL | —Unverified | 0 |
| Rethinking Decision Transformer via Hierarchical Reinforcement Learning | Nov 1, 2023 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Revisiting Design Choices in Offline Model Based Reinforcement Learning | May 21, 2021 | Bayesian OptimizationModel-based Reinforcement Learning | —Unverified | 0 |
| Offline Reinforcement Learning via Linear-Programming with Error-Bound Induced Constraints | Dec 28, 2022 | Decision MakingOffline RL | —Unverified | 0 |
| Reward-agnostic Fine-tuning: Provable Statistical Benefits of Hybrid Reinforcement Learning | May 17, 2023 | Offline RLreinforcement-learning | —Unverified | 0 |
| Universal Black-Box Reward Poisoning Attack against Offline Reinforcement Learning | Feb 15, 2024 | Offline RLreinforcement-learning | —Unverified | 0 |
