Dyna Robotics Dyna-2.1

2026-09-29 · Publisher : Dyna Robotics · Domain : Robotics

Dyna Robotics unveils Dyna-2.1, a "physical agent" paired with its new semi-humanoid robot Taku, autonomously running a full hotel laundry workflow for an uncut hour.

### Background On September 29, 2026 (date shown on the post; Dyna's research index lists the 28th), Dyna Robotics unveiled Dyna-2.1, a full-stack physical agent able to take over a real-world workflow end to end. It relies on a new semi-humanoid robot, Taku, named after the Japanese takumi ("master craftsman"). ### Specifications - **Premise**: per Dyna, a general-purpose robot's value lies in whole workflows, not isolated tasks. DYNA-1 folded napkins for 24 hours, but a person had to refill the bin and clear the stacks. - **Demo**: a full hotel laundry workflow run autonomously for one hour, filmed uncut. Dyna calls it the first physical agent to perform hour-long, non-linear loco-dexterous workflows. - **Taku**: a robot combining base, torso and arms to reach every station (dryer, washer, folding table, shelves) at every height. - **Learning**: each skill is learned from the cheapest data that teaches it, including human data, with error recovery. - **Reasoning**: a vision-language-model-based orchestrator chooses the next step and relies on long-term memory. ### Why it matters Dyna shifts the target from task to job: customers want a robot that holds a role for a whole shift with no one standing by. That is the precondition for real return on investment. ### Key takeaway After DYNA-1 (reliability) and Dyna-2 (scale), Dyna-2.1 adds autonomy over a full workflow, with commercial laundry as the first target market.

Tags : Agent physique, Semi-humanoïde, Dyna Robotics, Blanchisserie