| Deep Generative Models for Offline Policy Learning: Tutorial, Survey, and Perspectives on Future Directions | Feb 21, 2024 | Decision MakingImitation Learning | CodeCode Available | 2 |
| PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain | Feb 21, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| RAG-Driver: Generalisable Driving Explanations with Retrieval-Augmented In-Context Learning in Multi-Modal Large Language Model | Feb 16, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent | Feb 15, 2024 | AllDecision Making | CodeCode Available | 2 |
| Fairness Evaluation for Uplift Modeling in the Absence of Ground Truth | Feb 12, 2024 | counterfactualDecision Making | CodeCode Available | 2 |
| AdaFlow: Imitation Learning with Variance-Adaptive Flow-Based Policies | Feb 6, 2024 | Decision MakingDiversity | CodeCode Available | 2 |
| Position: What Can Large Language Models Tell Us about Time Series Analysis | Feb 5, 2024 | Decision MakingPosition | CodeCode Available | 2 |
| True Knowledge Comes from Practice: Aligning LLMs with Embodied Environments via Reinforcement Learning | Jan 25, 2024 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 2 |
| CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents | Jan 19, 2024 | Decision Making | CodeCode Available | 2 |
| Graph-of-Thought: Utilizing Large Language Models to Solve Complex and Dynamic Business Problems | Jan 10, 2024 | Decision Making | CodeCode Available | 2 |