Bewegungen als Verteilung statt einzelner Befehl ↗
Diffusion Policy learns action sequences for robotic manipulation. The project page shows experiments with visual observations and various tasks.
Chi et al. · Diffusion PolicyMSD / Research / RESEARCH EDITION
OpenVLA: open bridge between seeing and acting
OpenVLA describes an open vision-language-action model and method for adapting to robotic tasks.
Jetzt eintauchen ↓RECHERCHESTAND 12.11.2026 · FAKTEN + EINORDNUNG + SZENARIENRESEARCH NOTE / 2024Research
Robotics & Physical AI
External research · MSD classification
Keine Behauptung eines eigenen Versuchs.
01 / EINORDNUNG
What this finding means.
Grenzen des Nachweises
A model test is not a certification. Execution speed, cameras and robot interfaces remain part of the integration.
Our derivation for a pilot operation
Strictly separate adaptation data and evaluation so that known demonstrations do not count as generalizations.
This derivation is an editorial recommendation from MSD. It is not a further result of the study cited.
Source and version
Kim et al. · OpenVLA · Publikations-/Bezugsjahr 2024. Recherchiert am 12.11.2026.
Read primary source ↗External research, not an MSD customer reference. We will only publish our own experiments with their setup, date, measurements and documented failed attempts.
02 / LINKS
Think ahead. Keep checking.
RT-2: from image and sentence to robot action ↗
RT-2 combines image and language knowledge with robotic action output. Semantic cues should be transferable to the manipulation.
Brohan et al. · RT-2Many robots, one common data room ↗
Open X-Embodiment bundles data sets from different robotic setups. Shared data is intended to facilitate transfer between tasks and platforms.
Open X-Embodiment Collaboration