AlphaNIST

(alpha-nist.github.io)

27 points | by jasonjmcghee 2 hours ago

4 comments

  • wasabi991011 3 minutes ago
    The starting states being at different points in the task and having success-guided starting state sampling seem like really neat ideas. I haven't kept up with RL in a while, how novel is this?
  • Mr_P 31 minutes ago
    This is a robotics paper by Nvidia & UW researchers.

    It is not an Alphabet/Deepmind paper, and it also has nothing to do with the "NIST" OCR dataset.

    Was there really not a more appropriate name than "AlphaNIST"?

  • amluto 35 minutes ago
    I’m highly entertained by the way the robot tightens nuts. There is no way this would work in the real world :)

    (This whole thing is awesome. I think they will need to get the number of rollouts needed down before it translates well to real robots — running hundreds of thousands of rollouts on small parts with a real rollout will be a real logistical mess when cleaning up parts on the floor and dealing with everything that the robots physically break while learning.)

  • Kuyawa 40 minutes ago
    Without clicking the link. What is it? How about a short description?

    Alphanist - Some app/lib/code that does something

    • jasonjmcghee 14 minutes ago
      It's the companion blog post to an Nvidia / UW paper of an approach to solving learning based high precision robotics tasks.

      HN guidelines are to use the title of the blog post and not editorialize.