| Alleviating Matthew Effect of Offline Reinforcement Learning in Interactive Recommendation | Jul 10, 2023 | Decision MakingInteractive Recommendation | CodeCode Available | 1 |
| Diffusion Policies for Out-of-Distribution Generalization in Offline Reinforcement Learning | Jul 10, 2023 | continuous-controlContinuous Control | —Unverified | 0 |
| Goal-Conditioned Predictive Coding for Offline Reinforcement Learning | Jul 7, 2023 | Decision MakingOffline RL | —Unverified | 0 |
| Offline Reinforcement Learning with Imbalanced Datasets | Jul 6, 2023 | D4RLOffline RL | —Unverified | 0 |
| LLQL: Logistic Likelihood Q-Learning for Reinforcement Learning | Jul 5, 2023 | Offline RLQ-Learning | —Unverified | 0 |
| Model-Bellman Inconsistency for Model-based Offline Reinforcement Learning | Jul 1, 2023 | D4RLmodel | CodeCode Available | 1 |
| Prioritized Trajectory Replay: A Replay Memory for Data-driven Reinforcement Learning | Jun 27, 2023 | D4RLOffline RL | —Unverified | 0 |
| Design from Policies: Conservative Test-Time Adaptation for Offline Policy Optimization | Jun 26, 2023 | Offline RLTest-time Adaptation | —Unverified | 0 |
| ChiPFormer: Transferable Chip Placement via Offline Decision Transformer | Jun 26, 2023 | Offline RLReinforcement Learning (RL) | —Unverified | 0 |
| Fighting Uncertainty with Gradients: Offline Reinforcement Learning via Diffusion Score Matching | Jun 24, 2023 | Imitation LearningOffline RL | —Unverified | 0 |
| Offline Policy Evaluation for Reinforcement Learning with Adaptively Collected Data | Jun 24, 2023 | Offline RLreinforcement-learning | —Unverified | 0 |
| CLUE: Calibrated Latent Guidance for Offline Reinforcement Learning | Jun 23, 2023 | Imitation LearningOffline RL | —Unverified | 0 |
| Beyond OOD State Actions: Supported Cross-Domain Offline Reinforcement Learning | Jun 22, 2023 | Data AugmentationOffline RL | CodeCode Available | 1 |
| Harnessing Mixed Offline Reinforcement Learning Datasets via Trajectory Weighting | Jun 22, 2023 | Offline RLreinforcement-learning | CodeCode Available | 1 |
| Warm-Start Actor-Critic: From Approximation Error to Sub-optimality Gap | Jun 20, 2023 | Offline RLReinforcement Learning (RL) | —Unverified | 0 |
| 2vec: Policy Representations with Successor Features | Jun 16, 2023 | Offline RL | —Unverified | 0 |
| Automatic Trade-off Adaptation in Offline RL | Jun 16, 2023 | Offline RL | —Unverified | 0 |
| Semi-Offline Reinforcement Learning for Optimized Text Generation | Jun 16, 2023 | Offline RLreinforcement-learning | CodeCode Available | 0 |
| Offline Multi-Agent Reinforcement Learning with Coupled Value Factorization | Jun 15, 2023 | ManagementMulti-agent Reinforcement Learning | —Unverified | 0 |
| Provably Efficient Offline Reinforcement Learning with Perturbed Data Sources | Jun 14, 2023 | Offline RLreinforcement-learning | —Unverified | 0 |
| Off-policy Evaluation in Doubly Inhomogeneous Environments | Jun 14, 2023 | Offline RLOff-policy evaluation | CodeCode Available | 0 |
| Unified Off-Policy Learning to Rank: a Reinforcement Learning Perspective | Jun 13, 2023 | Learning-To-RankOffline RL | CodeCode Available | 0 |
| Pruning the Way to Reliable Policies: A Multi-Objective Deep Q-Learning Approach to Critical Care | Jun 13, 2023 | Offline RLQ-Learning | —Unverified | 0 |
| A Simple Unified Uncertainty-Guided Framework for Offline-to-Online Reinforcement Learning | Jun 13, 2023 | D4RLEfficient Exploration | —Unverified | 0 |
| ENOTO: Improving Offline-to-Online Reinforcement Learning with Q-Ensembles | Jun 12, 2023 | Offline RLreinforcement-learning | —Unverified | 0 |
