| Online Symbolic Music Alignment with Offline Reinforcement Learning | Dec 31, 2023 | Dynamic Time WarpingOffline RL | CodeCode Available | 1 |
| PDiT: Interleaving Perception and Decision-making Transformers for Deep Reinforcement Learning | Dec 26, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Critic-Guided Decision Transformer for Offline Reinforcement Learning | Dec 21, 2023 | D4RLOffline RL | CodeCode Available | 1 |
| Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach | Dec 12, 2023 | Knowledge DistillationOffline RL | CodeCode Available | 1 |
| The Generalization Gap in Offline Reinforcement Learning | Dec 10, 2023 | Offline RLreinforcement-learning | CodeCode Available | 1 |
| SCOPE-RL: A Python Library for Offline Reinforcement Learning and Off-Policy Evaluation | Nov 30, 2023 | Offline RLOff-policy evaluation | CodeCode Available | 1 |
| Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning | Oct 31, 2023 | Few-Shot LearningOffline RL | CodeCode Available | 1 |
| Free from Bellman Completeness: Trajectory Stitching via Model-based Return-conditioned Supervised Learning | Oct 30, 2023 | Decision MakingOffline RL | CodeCode Available | 1 |
| CROP: Conservative Reward for Model-based Offline Policy Optimization | Oct 26, 2023 | D4RLOffline RL | CodeCode Available | 1 |
| Towards Robust Offline Reinforcement Learning under Diverse Data Corruption | Oct 19, 2023 | Offline RLQ-Learning | CodeCode Available | 1 |
