| Is Value Functions Estimation with Classification Plug-and-play for Offline Reinforcement Learning? | Jun 10, 2024 | Deep Reinforcement LearningOffline RL | CodeCode Available | 0 |
| Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL | Jun 8, 2024 | Data AugmentationMamba | CodeCode Available | 0 |
| Stabilizing Extreme Q-learning by Maclaurin Expansion | Jun 7, 2024 | D4RLOffline RL | CodeCode Available | 0 |
| Self-Play with Adversarial Critic: Provable and Scalable Offline Alignment for Language Models | Jun 6, 2024 | Offline RLreinforcement-learning | —Unverified | 0 |
| UDQL: Bridging The Gap between MSE Loss and The Optimal Value Function in Offline Reinforcement Learning | Jun 5, 2024 | D4RLOffline RL | —Unverified | 0 |
| A Fast Convergence Theory for Offline Decision Making | Jun 3, 2024 | Decision MakingOffline RL | —Unverified | 0 |
| Causal prompting model-based offline reinforcement learning | Jun 3, 2024 | modelOffline RL | —Unverified | 0 |
| Inverse Concave-Utility Reinforcement Learning is Inverse Game Theory | May 29, 2024 | Imitation LearningOffline RL | —Unverified | 0 |
| Preferred-Action-Optimized Diffusion Policies for Offline Reinforcement Learning | May 29, 2024 | Offline RLreinforcement-learning | —Unverified | 0 |
| AlignIQL: Policy Alignment in Implicit Q-Learning through Constrained Optimization | May 28, 2024 | D4RLOffline RL | CodeCode Available | 0 |
