| Task-Agnostic Learning to Accomplish New Tasks | Sep 9, 2022 | Imitation LearningOffline RL | —Unverified | 0 |
| Q-learning Decision Transformer: Leveraging Dynamic Programming for Conditional Sequence Modelling in Offline RL | Sep 8, 2022 | D4RLOffline RL | —Unverified | 0 |
| Dialogue Evaluation with Offline Reinforcement Learning | Sep 2, 2022 | Dialogue EvaluationOffline RL | —Unverified | 0 |
| Strategic Decision-Making in the Presence of Information Asymmetry: Provably Efficient RL with Algorithmic Instruments | Aug 23, 2022 | Decision MakingOffline RL | —Unverified | 0 |
| Efficient Planning in a Compact Latent Action Space | Aug 22, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Diffusion Policies as an Expressive Policy Class for Offline Reinforcement Learning | Aug 12, 2022 | D4RLOffline RL | CodeCode Available | 2 |
| Distributionally Robust Model-Based Offline Reinforcement Learning with Near-Optimal Sample Complexity | Aug 11, 2022 | Decision MakingOffline RL | —Unverified | 0 |
| AdaCat: Adaptive Categorical Discretization for Autoregressive Models | Aug 3, 2022 | Density EstimationOffline RL | CodeCode Available | 1 |
| Offline Reinforcement Learning at Multiple Frequencies | Jul 26, 2022 | Offline RLreinforcement-learning | —Unverified | 0 |
| Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations | Jul 20, 2022 | Imitation LearningOffline RL | CodeCode Available | 1 |
