| ForceVLA: Enhancing VLA Models with a Force-aware MoE for Contact-rich Manipulation | May 28, 2025 | Contact-rich ManipulationMixture-of-Experts | —Unverified | 0 |
| Hume: Introducing System-2 Thinking in Visual-Language-Action Model | May 27, 2025 | DenoisingVision-Language-Action | —Unverified | 0 |
| Embodied AI with Foundation Models for Mobile Service Robots: A Systematic Review | May 26, 2025 | Decision Making Under UncertaintySensor Fusion | —Unverified | 0 |
| What Can RL Bring to VLA Generalization? An Empirical Study | May 26, 2025 | Reinforcement Learning (RL)Vision-Language-Action | —Unverified | 0 |
| BadVLA: Towards Backdoor Attacks on Vision-Language-Action Models via Objective-Decoupled Optimization | May 22, 2025 | Backdoor AttackVision-Language-Action | —Unverified | 0 |
| Interactive Post-Training for Vision-Language-Action Models | May 22, 2025 | Vision-Language-Action | —Unverified | 0 |
| DriveMoE: Mixture-of-Experts for Vision-Language-Action Model in End-to-End Autonomous Driving | May 22, 2025 | Autonomous DrivingBench2Drive | —Unverified | 0 |
| Perceptual Quality Assessment for Embodied AI | May 22, 2025 | Image Quality AssessmentVision-Language-Action | CodeCode Available | 0 |
| Object-Focus Actor for Data-efficient Robot Generalization Dexterous Manipulation | May 21, 2025 | ObjectPose Estimation | —Unverified | 0 |
| EndoVLA: Dual-Phase Vision-Language-Action Model for Autonomous Tracking in Endoscopy | May 21, 2025 | Motion PlanningVision-Language-Action | —Unverified | 0 |
| FLARE: Robot Learning with Implicit World Modeling | May 21, 2025 | Imitation LearningVision-Language-Action | —Unverified | 0 |
| Conditioning Matters: Training Diffusion Policies is Faster Than You Think | May 16, 2025 | Vision-Language-Action | —Unverified | 0 |
| RT-cache: Efficient Robot Trajectory Retrieval System | May 14, 2025 | RetrievalVision-Language-Action | —Unverified | 0 |
| Pixel Motion as Universal Representation for Robot Control | May 12, 2025 | Vision-Language-Action | —Unverified | 0 |
| 3D CAVLA: Leveraging Depth and 3D Context to Generalize Vision Language Action Models for Unseen Tasks | May 9, 2025 | Vision-Language-Action | —Unverified | 0 |
| Vision-Language-Action Models: Concepts, Progress, Applications and Challenges | May 7, 2025 | Autonomous VehiclesNatural Language Understanding | —Unverified | 0 |
| Automated Data Curation Using GPS & NLP to Generate Instruction-Action Pairs for Autonomous Vehicle Vision-Language Navigation Datasets | May 6, 2025 | Autonomous VehiclesTAG | —Unverified | 0 |
| NORA: A Small Open-Sourced Generalist Vision Language Action Model for Embodied Tasks | Apr 28, 2025 | Task PlanningVision-Language-Action | —Unverified | 0 |
| π_0.5: a Vision-Language-Action Model with Open-World Generalization | Apr 22, 2025 | Transfer LearningVision-Language-Action | —Unverified | 0 |
| OPAL: Encoding Causal Understanding of Physical Systems for Robot Learning | Apr 9, 2025 | Vision-Language-Action | —Unverified | 0 |
| Grounding Multimodal LLMs to Embodied Agents that Ask for Help with Reinforcement Learning | Apr 1, 2025 | Reinforcement Learning (RL)Vision-Language-Action | —Unverified | 0 |
| CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models | Mar 27, 2025 | Vision-Language-Action | —Unverified | 0 |
| MoLe-VLA: Dynamic Layer-skipping Vision Language Action Model via Mixture-of-Layers for Efficient Robot Manipulation | Mar 26, 2025 | Knowledge DistillationMixture-of-Experts | —Unverified | 0 |
| DataPlatter: Boosting Robotic Manipulation Generalization with Minimal Costly Data | Mar 25, 2025 | Robot ManipulationSpatial Reasoning | —Unverified | 0 |
| GR00T N1: An Open Foundation Model for Generalist Humanoid Robots | Mar 18, 2025 | Imitation LearningVision-Language-Action | —Unverified | 0 |