| AI Research Agents for Machine Learning: Search, Exploration, and Generalization in MLE-bench | Jul 3, 2025 | Navigate | CodeCode Available | 2 | 5 |
| BEVDriver: Leveraging BEV Maps in LLMs for Robust Closed-Loop Driving | Mar 5, 2025 | Autonomous DrivingMotion Planning | CodeCode Available | 2 | 5 |
| DriVLMe: Enhancing LLM-based Autonomous Driving Agents with Embodied and Social Experiences | Jun 5, 2024 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 2 | 5 |
| AlphaMaze: Enhancing Large Language Models' Spatial Intelligence via GRPO | Feb 20, 2025 | Autonomous NavigationNavigate | CodeCode Available | 2 | 5 |
| Can Vehicle Motion Planning Generalize to Realistic Long-tail Scenarios? | Apr 11, 2024 | Autonomous DrivingMotion Planning | CodeCode Available | 2 | 5 |
| Event-based Stereo Depth Estimation: A Survey | Sep 26, 2024 | Depth EstimationNavigate | CodeCode Available | 2 | 5 |
| MAGE: A Multi-Agent Engine for Automated RTL Code Generation | Dec 10, 2024 | Code GenerationNavigate | CodeCode Available | 2 | 5 |
| Can Graph Learning Improve Planning in LLM-based Agents? | May 29, 2024 | Decision MakingGraph Learning | CodeCode Available | 2 | 5 |
| Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory | May 25, 2023 | Common Sense ReasoningCPU | CodeCode Available | 2 | 5 |
| DeFoG: Discrete Flow Matching for Graph Generation | Oct 5, 2024 | DenoisingGraph Generation | CodeCode Available | 2 | 5 |
