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Dextrous manipulation is a big deal though. Typical stuff we've seen like generating synthetic faces using GANs is not commercially useful, but eye-hand coordin
by overlords 8y ago
Dextrous manipulation is a big deal though. Typical stuff we've seen like generating synthetic faces using GANs is not commercially useful, but eye-hand coordination is 90% of commercial activity worldwide.
- andreyk 8y agoThat is true (and I am well aware of this, as I do research on robotic grasping https://sites.google.com/view/task-oriented-grasp https://sites.google.com/view/task-oriented-grasp ). But, this would very hard to generalize to more complex manipulation where the object is not already in-hand etc. ; it's yet another piece of the puzzle, but it by itself does not get us that much closer to general purpose training of robust complex manipulation.
- overlords 8y agoWell, i can see that you are a expert in this field, but i still have to say the method they demonstrate, domain randomization is a big deal because that can then be applied to anything else like picking up stuff. Domain randomization is a year old thing now, but it's a big deal - if you can build a "crappy" simulator for it, you will be able to do anything. I feel like domain randomization isnt being promoted enough in the media
- andreyk 8y agosure, but they demonstrate it for a very simple use case of a single object with no background etc. ; domain randomization has yet to be demonstrated to work on more complex environments/tasks