Humanoid introduces KinetIQ Ascend for real-world RL manipulation
Humanoid introduced KinetIQ Ascend, extending its KinetIQ framework with real-world reinforcement learning on bimanual humanoid hardware for industrial manipulation.

Evidence notes
- The technology post describes real-hardware reinforcement learning on production manipulation tasks.
- Reported task results include machine feeding, item handover and bimanual tote handling.
- The post links the work to industrial production-line and warehouse reliability targets.
Company context
Humanoid is a UK robotics company developing the wheeled and bipedal HMND 01 platforms and the KinetIQ AI framework. The wheeled Alpha has completed industrial proofs of concept with Siemens, Ford, SAP, Martur Fompak, Bosch and Schaeffler. Bosch is its contract-manufacturing partner, and Schaeffler has agreed a phased four-digit deployment by 2032.