| SmolVLA: A Vision-Language-Action Model for Affordable and Efficient Robotics | Jun 2, 2025 | Action GenerationGPU | CodeCode Available | 11 |
| Large Action Models: From Inception to Implementation | Dec 13, 2024 | Action Generation | CodeCode Available | 9 |
| Fine-Tuning Vision-Language-Action Models: Optimizing Speed and Success | Feb 27, 2025 | Action GenerationChunking | CodeCode Available | 5 |
| WorldVLA: Towards Autoregressive Action World Model | Jun 26, 2025 | Action Generationmodel | CodeCode Available | 4 |
| AutoVLA: A Vision-Language-Action Model for End-to-End Autonomous Driving with Adaptive Reasoning and Reinforcement Fine-Tuning | Jun 16, 2025 | Action GenerationAutonomous Driving | CodeCode Available | 3 |
| Distilling LLM Agent into Small Models with Retrieval and Code Tools | May 23, 2025 | Action GenerationDomain Generalization | CodeCode Available | 3 |
| Flow Q-Learning | Feb 4, 2025 | Action GenerationD4RL | CodeCode Available | 3 |
| Affordance-based Robot Manipulation with Flow Matching | Sep 2, 2024 | Action GenerationRobot Manipulation | CodeCode Available | 3 |
| AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation | Apr 19, 2024 | Action Generation | CodeCode Available | 3 |
| PokeLLMon: A Human-Parity Agent for Pokemon Battles with Large Language Models | Feb 2, 2024 | Action GenerationDecision Making | CodeCode Available | 3 |
