AI
Vision-Language-Action Models
Definition pending editorial review.
Vision-Language-Action Models in robotics: 7 companies, 39 papers and 52 stories on record, including Figure AI, Galbot, Physical Intelligence, 4 more.
Companies
7
Funding across them
$2.79B
Papers
10
Stories
10
Companies building on it
Papers advancing it
- Forward Dynamics Models
- Beyond Actions: Learning Future Operation Targets for Vision-Language-Action Models
- Reflect-VLA: Internalizing Reflective Guidance via Dual-Path On-Policy Self-Distillation for Autonomous Driving
- RESCUE: Is This Alarm Worth Acting On? Counterfactual Evaluation of VLA Runtime Monitors
- RARA: Robust Policy Fine-Tuning through Retrieval-Anchored Representation Alignment for Robotic Manipulation
- JitterVLA: A Replay Benchmark for Motion Quality in VLA-Driven Human-Robot Manipulation
- Splat2Act: From Captured Scenes to Personalized VLA Manipulation
- Noise Space Learning for VLA Adaptation
- LAPT-Scale: Scaling Embodied Policies with Latent Action Pre-Training on Human Videos
- MixVLA: Adaptive Mixing of Non-Invariant Information for Generalizable Vision-Language-Action Models