| AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents | Jul 5, 2024 | Decision MakingMulti-hop Question Answering | CodeCode Available | 2 |
| ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild | Jul 4, 2024 | Chart UnderstandingDecision Making | CodeCode Available | 2 |
| MacroHFT: Memory Augmented Context-aware Reinforcement Learning On High Frequency Trading | Jun 20, 2024 | Algorithmic TradingDecision Making | CodeCode Available | 2 |
| PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers | Jun 18, 2024 | Decision MakingRAG | CodeCode Available | 2 |
| CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making | Jun 13, 2024 | Decision Making | CodeCode Available | 2 |
| 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 |
