Research
Research Built for Deployment
Technical work is presented with test conditions, datasets, task definitions, robot configuration, evaluation protocol, sample size, date and limitations.
Research Paper
Spatial Heatmap Representations for Few-Shot Manipulation
A technical validation record for preserving spatial structure across vision, language and action in FAM.
FAMSpatial RepresentationFew-Shot Learning
Research Preview
Contact Intelligence Under Visual Occlusion
A research preview for tactile pressure, force feedback and vision-tactile fusion in contact-rich manipulation.
VLTATactile PerceptionContact-Rich Manipulation
Benchmark Results
Action-Conditioned Visual Prediction for Robot Control
A world-model validation record for predicting visual consequences, comparing candidate actions and identifying possible collision risk.
BridgeV2WWorld ModelPredictive Control
Deploy in the real world
Deploy Embodied Intelligence in Your Real-World Operations
From task assessment and data collection to model adaptation, robot deployment, system integration and continuous optimization.