Stephanie Milani

@steph_milani

PhD Student at . CS BS and Psych BA from . Interested in RL, ML, and AI.

Vrijeme pridruživanja: srpanj 2019.

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  1. 17. pro 2019.

    w/ John Winder, Matthew Landen, Erebus Oh, Shane Parr, Shawn Squire, , and Cynthia Matuszek

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  2. 17. pro 2019.

    Previous techniques in model-based HRL require some part of the hierarchical structure to be manually specified. We develop a method for an agent to *autonomously* construct a hierarchy of subtasks and their models.

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    Team CDS wins the MineRL Challenge 2019! Congrats to Team mc_rl & Team I4DS for their ranking AI agents. Thank you to all the participants & sponsors who brought the MineRL Challenge to life. Dive into the dataset:

    A team photo of the MineRL Challenge 2019 at Neurips 2019 in Vancouver, BC.
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    13. pro 2019.

    BBC article about our competition: Come and check out the winners and talks from the top competitors: Sat Dec 14 9:00 AM @ West 116 + 117 w/ , , ,

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    11. pro 2019.

    Preferred Networks proudly co-organized MineRL competition at for sample-efficient reinforcement learning. Please join our winner's presentation in Competition Track Day 2 on Saturday! 9-11AM December 14th @ West 116-117

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    9. pro 2019.

    I'm happy to share my comments on the climate for men from my talk:

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    Hey, I'm at ⓃⓔⓤⓡⒾⓅⓈ 2019 in Vancouver! Come check out the amazing work of competitors in the comp! Excited to award several GPUs from NVIDIA to the winners Sat Dec 14 9:00 AM @ West 116 + 117 w/

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    3. pro 2019.

    This article is painfully difficult to read as a researcher. I can see how ML will be naturally incorporated in the next phase. I recommend reading the article, especially before writing your next grant proposal. Excellent reporting by

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    26. stu 2019.

    Together with a fantastic team, led by , we’re organising the MineRL competition at . I’ve been hugely impressed by the participants’ ideas and submissions so far. If you want to learn more about the competition, check out this article - in nature news today!

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    Due to unforeseen circumstances, we have to delay our announcement of the winners of the inclusion scholarships. We have reached out to the finalists. Thanks to all who took the time to apply! We wish we could give scholarships to everyone.

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  11. 4. kol 2019.

    Had a great time reffing yesterday at Steel City Showdown! Really impressed with the hard work and creativity that all of the teams put into their builds.

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    31. srp 2019.

    “Persona of an 18 year old girl”: why do chatbots need an age and gender? Why specifically that choice? This seems like the wrong direction for framing synthetic empathy. slide from Fung’s keynote

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    15. srp 2019.

    Preferred Networks is proudly serving as a co-organizer of Minecraft-based MineRL competition at NeurIPS 2019 w/ , , , and more. ChainerRL-based baseline is now available. Please sign up!

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    Hey, 𝘄𝗲 𝗷𝘂𝘀𝘁 𝗿𝗲𝗹𝗲𝗮𝘀𝗲𝗱 𝚖𝚒𝚗𝚎𝚛𝚕 𝟬.𝟮.𝟬! This includes 𝙩𝙤𝙣𝙨 of fixes to the data and a data visualizer tool! Update now: 𝚙𝚒𝚙𝟹 𝚒𝚗𝚜𝚝𝚊𝚕𝚕 --𝚞𝚙𝚐𝚛𝚊𝚍𝚎 𝚖𝚒𝚗𝚎𝚛𝚕 Get new data: 𝚖𝚒𝚗𝚎𝚛𝚕.𝚍𝚊𝚝𝚊.𝚍𝚘𝚠𝚗𝚕𝚘𝚊𝚍()

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    7. lip 2019.

    Thank goodness Google brought us this *novel* domain, since there isn't already an organization that has been doing this for 20+ years.

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