| SmolVLA: A Vision-Language-Action Model for Affordable and Efficient Robotics | Jun 2, 2025 | Action GenerationGPU | CodeCode Available | 11 |
| OpenVLA: An Open-Source Vision-Language-Action Model | Jun 13, 2024 | Imitation LearningLanguage Modelling | CodeCode Available | 9 |
| UniVLA: Learning to Act Anywhere with Task-centric Latent Actions | May 9, 2025 | Robot ManipulationVision-Language-Action | CodeCode Available | 5 |
| Fine-Tuning Vision-Language-Action Models: Optimizing Speed and Success | Feb 27, 2025 | Action GenerationChunking | CodeCode Available | 5 |
| ShowUI: One Vision-Language-Action Model for GUI Visual Agent | Nov 26, 2024 | Instruction FollowingNatural Language Visual Grounding | CodeCode Available | 5 |
| A Survey on Vision-Language-Action Models for Autonomous Driving | Jun 30, 2025 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 4 |
| WorldVLA: Towards Autoregressive Action World Model | Jun 26, 2025 | Action Generationmodel | CodeCode Available | 4 |
| OpenDriveVLA: Towards End-to-end Autonomous Driving with Large Vision Language Action Model | Mar 30, 2025 | Autonomous DrivingDecision Making | CodeCode Available | 4 |
| PointVLA: Injecting the 3D World into Vision-Language-Action Models | Mar 10, 2025 | Imitation LearningSpatial Reasoning | CodeCode Available | 4 |
| A Survey on Vision-Language-Action Models for Embodied AI | May 23, 2024 | Image CaptioningInstruction Following | CodeCode Available | 4 |
| DreamVLA: A Vision-Language-Action Model Dreamed with Comprehensive World Knowledge | Jul 6, 2025 | Image GenerationMultimodal Reasoning | CodeCode Available | 3 |
| 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 |
| Real-Time Execution of Action Chunking Flow Policies | Jun 9, 2025 | ChunkingVision-Language-Action | CodeCode Available | 3 |
| Impromptu VLA: Open Weights and Open Data for Driving Vision-Language-Action Models | May 29, 2025 | Autonomous DrivingDiagnostic | CodeCode Available | 3 |
| VLA-RL: Towards Masterful and General Robotic Manipulation with Scalable Reinforcement Learning | May 24, 2025 | GPUReinforcement Learning (RL) | CodeCode Available | 3 |
| OpenHelix: A Short Survey, Empirical Analysis, and Open-Source Dual-System VLA Model for Robotic Manipulation | May 6, 2025 | Robot ManipulationVision-Language-Action | CodeCode Available | 3 |
| GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents | Apr 14, 2025 | Vision-Language-Action | CodeCode Available | 3 |
| ConRFT: A Reinforced Fine-tuning Method for VLA Models via Consistency Policy | Feb 8, 2025 | Q-LearningSafe Exploration | CodeCode Available | 3 |
| Towards Generalist Robot Policies: What Matters in Building Vision-Language-Action Models | Dec 18, 2024 | Representation LearningRobot Manipulation | CodeCode Available | 3 |
| Latent Action Pretraining from Videos | Oct 15, 2024 | QuantizationRobot Manipulation | CodeCode Available | 3 |
| LLaRA: Supercharging Robot Learning Data for Vision-Language Policy | Jun 28, 2024 | Vision-Language-ActionWorld Knowledge | CodeCode Available | 3 |
| Vision Language Action Models in Robotic Manipulation: A Systematic Review | Jul 14, 2025 | Dataset GenerationNatural Language Understanding | CodeCode Available | 2 |
| Parallels Between VLA Model Post-Training and Human Motor Learning: Progress, Challenges, and Trends | Jun 26, 2025 | Action GenerationVision-Language-Action | CodeCode Available | 2 |
| A Comprehensive Survey on Continual Learning in Generative Models | Jun 16, 2025 | Continual LearningSurvey | CodeCode Available | 2 |
| BitVLA: 1-bit Vision-Language-Action Models for Robotics Manipulation | Jun 9, 2025 | QuantizationVision-Language-Action | CodeCode Available | 2 |
| Exploring the Limits of Vision-Language-Action Manipulations in Cross-task Generalization | May 21, 2025 | Vision-Language-ActionZero-shot Generalization | CodeCode Available | 2 |
| Dita: Scaling Diffusion Transformer for Generalist Vision-Language-Action Policy | Mar 25, 2025 | DenoisingRobot Manipulation | CodeCode Available | 2 |
| CombatVLA: An Efficient Vision-Language-Action Model for Combat Tasks in 3D Action Role-Playing Games | Mar 12, 2025 | Decision MakingVision-Language-Action | CodeCode Available | 2 |
| UAV-VLA: Vision-Language-Action System for Large Scale Aerial Mission Generation | Jan 9, 2025 | Decision MakingLanguage Modeling | CodeCode Available | 2 |
| RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World | Nov 29, 2024 | Robot Task PlanningScheduling | CodeCode Available | 2 |
| Exploring the Adversarial Vulnerabilities of Vision-Language-Action Models in Robotics | Nov 18, 2024 | Vision-Language-Action | CodeCode Available | 2 |
| DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution | Nov 4, 2024 | GPURobot Manipulation | CodeCode Available | 2 |
| Diffusion Transformer Policy | Oct 21, 2024 | DenoisingVision-Language-Action | CodeCode Available | 2 |
| TinyVLA: Towards Fast, Data-Efficient Vision-Language-Action Models for Robotic Manipulation | Sep 19, 2024 | Vision-Language-Action | CodeCode Available | 2 |
| An Embodied Generalist Agent in 3D World | Nov 18, 2023 | 3D dense captioning3D Question Answering (3D-QA) | CodeCode Available | 2 |
| RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control | Jul 28, 2023 | ObjectQuestion Answering | CodeCode Available | 2 |
| VOTE: Vision-Language-Action Optimization with Trajectory Ensemble Voting | Jul 7, 2025 | Depth EstimationVision-Language-Action | CodeCode Available | 1 |
| Adversarial Attacks on Robotic Vision Language Action Models | Jun 3, 2025 | Vision-Language-Action | CodeCode Available | 1 |
| ChatVLA-2: Vision-Language-Action Model with Open-World Embodied Reasoning from Pretrained Knowledge | May 28, 2025 | Imitation LearningMath | CodeCode Available | 1 |
| RoboFAC: A Comprehensive Framework for Robotic Failure Analysis and Correction | May 18, 2025 | Vision-Language-Action | CodeCode Available | 1 |
| From Seeing to Doing: Bridging Reasoning and Decision for Robotic Manipulation | May 13, 2025 | Robot ManipulationSpatial Reasoning | CodeCode Available | 1 |
| Benchmarking Vision, Language, & Action Models in Procedurally Generated, Open Ended Action Environments | May 8, 2025 | BenchmarkingPrompt Engineering | CodeCode Available | 1 |
| ChatVLA: Unified Multimodal Understanding and Robot Control with Vision-Language-Action Model | Feb 20, 2025 | Mixture-of-ExpertsQuestion Answering | CodeCode Available | 1 |
| DexVLA: Vision-Language Model with Plug-In Diffusion Expert for General Robot Control | Feb 9, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Benchmarking Vision, Language, & Action Models on Robotic Learning Tasks | Nov 4, 2024 | Action GenerationBenchmarking | CodeCode Available | 1 |
| Bridging Language, Vision and Action: Multimodal VAEs in Robotic Manipulation Tasks | Apr 2, 2024 | Vision-Language-Action | CodeCode Available | 1 |
| AnyPos: Automated Task-Agnostic Actions for Bimanual Manipulation | Jul 17, 2025 | Vision-Language-Action | —Unverified | 0 |
| LaViPlan : Language-Guided Visual Path Planning with RLVR | Jul 17, 2025 | Autonomous DrivingVision-Language-Action | —Unverified | 0 |
| Unified Vision-Language-Action Model | Jun 24, 2025 | Autonomous Drivingmodel | —Unverified | 0 |
| CronusVLA: Transferring Latent Motion Across Time for Multi-Frame Prediction in Manipulation | Jun 24, 2025 | ChunkingVision-Language-Action | —Unverified | 0 |