| LVBench: An Extreme Long Video Understanding Benchmark | Jun 12, 2024 | Decision MakingVideo Understanding | CodeCode Available | 2 |
| Predictive Dynamic Fusion | Jun 7, 2024 | Decision Making | CodeCode Available | 2 |
| XRec: Large Language Models for Explainable Recommendation | Jun 4, 2024 | Collaborative FilteringDecision Making | CodeCode Available | 2 |
| OccSora: 4D Occupancy Generation Models as World Simulators for Autonomous Driving | May 30, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| Can Graph Learning Improve Planning in LLM-based Agents? | May 29, 2024 | Decision MakingGraph Learning | CodeCode Available | 2 |
| Safe Multi-Agent Reinforcement Learning with Bilevel Optimization in Autonomous Driving | May 28, 2024 | Autonomous DrivingBilevel Optimization | CodeCode Available | 2 |
| Position: Foundation Agents as the Paradigm Shift for Decision Making | May 27, 2024 | Decision MakingPosition | CodeCode Available | 2 |
| Diffusion Actor-Critic with Entropy Regulator | May 24, 2024 | Decision MakingMuJoCo | CodeCode Available | 2 |
| iVideoGPT: Interactive VideoGPTs are Scalable World Models | May 24, 2024 | Decision MakingModel-based Reinforcement Learning | CodeCode Available | 2 |
| Continuously Learning, Adapting, and Improving: A Dual-Process Approach to Autonomous Driving | May 24, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| LoRA-Ensemble: Efficient Uncertainty Modelling for Self-attention Networks | May 23, 2024 | Decision Making | CodeCode Available | 2 |
| MediCLIP: Adapting CLIP for Few-shot Medical Image Anomaly Detection | May 18, 2024 | Anomaly DetectionDecision Making | CodeCode Available | 2 |
| OverlapMamba: Novel Shift State Space Model for LiDAR-based Place Recognition | May 13, 2024 | Decision MakingLoop Closure Detection | CodeCode Available | 2 |
| A Survey of Time Series Foundation Models: Generalizing Time Series Representation with Large Language Model | May 3, 2024 | Decision MakingFew-Shot Learning | CodeCode Available | 2 |
| PLAYER*: Enhancing LLM-based Multi-Agent Communication and Interaction in Murder Mystery Games | Apr 26, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 2 |
| Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents | Apr 25, 2024 | Decision MakingSpecificity | CodeCode Available | 2 |
| Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding | Mar 27, 2024 | AttributeDecision Making | CodeCode Available | 2 |
| Embodied LLM Agents Learn to Cooperate in Organized Teams | Mar 19, 2024 | Decision MakingHuman Agent Collaboration | CodeCode Available | 2 |
| BEVCar: Camera-Radar Fusion for BEV Map and Object Segmentation | Mar 18, 2024 | Decision MakingScene Segmentation | CodeCode Available | 2 |
| How Far Are We on the Decision-Making of LLMs? Evaluating LLMs' Gaming Ability in Multi-Agent Environments | Mar 18, 2024 | Decision Making | CodeCode Available | 2 |
| Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning | Mar 18, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 2 |
| LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traffic Signal Control in Complex Urban Environments | Mar 13, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 2 |
| A Cognitive-Based Trajectory Prediction Approach for Autonomous Driving | Feb 29, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning | Feb 28, 2024 | Contrastive LearningDecision Making | CodeCode Available | 2 |
| MACRec: a Multi-Agent Collaboration Framework for Recommendation | Feb 23, 2024 | Conversational RecommendationDecision Making | CodeCode Available | 2 |
