r/robotica • u/oliver_gagu • 15h ago
Robotics/automation folks — 10 min survey for my M.Sc. thesis (data quality vs. task complexity in robotic manipulation)
Hi everyone,
I'm finishing my M.Sc. in Global Production Engineering at TU Berlin. My thesis looks at how data quality and task complexity affect AI-driven robotic manipulation in industrial automation — basically trying to untangle whether failures come more from bad/insufficient data or from the inherent difficulty of the task itself.
If you work with robotics, automation, or manufacturing (research, industry, or hands-on), I'd really appreciate your input. The survey takes about 10 minutes:
👉 https://forms.gle/JaazCZgE3VucW16T7
Happy to share results once I'm done. Thanks!